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@article{DBLP:journals/amc/DengWLXW25, author = {Lili Deng and Rugen Wang and Ying Liao and Ronghua Xu and Cheng Wang}, title = {The reputation-based reward mechanism promotes the evolution of fairness}, journal = {Appl. Math. Comput.}, volume = {486}, pages = {129042}, year = {2025}, url = {https://doi.org/10.1016/j.amc.2024.129042}, doi = {10.1016/J.AMC.2024.129042}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amc/DengWLXW25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/ShenXCFYZ25, author = {Yuhao Shen and Wei Xi and Yunyun Cai and Yuwei Fan and He Yang and Jizhong Zhao}, title = {Multi-objective federated learning: Balancing global performance and individual fairness}, journal = {Future Gener. Comput. Syst.}, volume = {162}, pages = {107468}, year = {2025}, url = {https://doi.org/10.1016/j.future.2024.07.046}, doi = {10.1016/J.FUTURE.2024.07.046}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fgcs/ShenXCFYZ25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Demeulemeester24, author = {Tom Demeulemeester}, title = {Fairness through randomization: an operations research perspective}, school = {Ghent University, Belgium}, year = {2024}, url = {https://biblio.ugent.be/publication/01HXV62HAZXPAMWS6JX8350WX7}, timestamp = {Wed, 10 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Demeulemeester24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Quy24, author = {Tai Le Quy}, title = {Fairness-aware Machine Learning in Educational Data Mining}, school = {University of Hanover, Germany}, year = {2024}, url = {https://www.repo.uni-hannover.de/handle/123456789/15956}, doi = {10.15488/15832}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Quy24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Kellerhals24, author = {Leon Kellerhals}, title = {Multivariate complexity analyses for algorithmic challenges in fairness and sustainability}, school = {Technical University of Berlin, Germany}, year = {2024}, url = {https://nbn-resolving.org/urn:nbn:de:101:1-2024011700572003314558}, urn = {urn:nbn:de:101:1-2024011700572003314558}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/dnb/Kellerhals24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Nair24, author = {Praveen Nair}, title = {Active Learning and Epistemic Defenses of Fairness}, school = {University of California, San Diego, {USA}}, year = {2024}, url = {https://www.escholarship.org/uc/item/2hm001k0}, timestamp = {Sat, 28 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Nair24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aarc/GorbanevaO24, author = {Olga I. Gorbaneva and Guennady A. Ougolnitsky}, title = {Game-Theoretic Analysis of the Interaction of Economic Agents in the Cournot Oligopoly with Consideration of the Linear Structure, the Green Effect and Fairness Concern}, journal = {Autom. Remote. Control.}, volume = {85}, number = {2}, year = {2024}, url = {https://doi.org/10.31857/s0005117924020088}, doi = {10.31857/S0005117924020088}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aarc/GorbanevaO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/CiWW24, author = {Yusheng Ci and Bowen Wu and Lina Wu}, title = {Relative Fairness Signal Optimization Considering Traffic Benefits for Different Types of Vehicles}, journal = {{IEEE} Access}, volume = {12}, pages = {90099--90111}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3419849}, doi = {10.1109/ACCESS.2024.3419849}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/CiWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/DipinkrishnanK24, author = {R. Dipinkrishnan and Vinoth Babu Kumaravelu}, title = {Enhancing Sum Spectral Efficiency and Fairness in {NOMA} Systems: {A} Comparative Study of Metaheuristic Algorithms for Power Allocation}, journal = {{IEEE} Access}, volume = {12}, pages = {85165--85177}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3415813}, doi = {10.1109/ACCESS.2024.3415813}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/DipinkrishnanK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/HongYJL24, author = {Sangwoo Hong and Youngseok Yoon and Hyungjun Joo and Jungwoo Lee}, title = {GBMix: Enhancing Fairness by Group-Balanced Mixup}, journal = {{IEEE} Access}, volume = {12}, pages = {18877--18887}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3358275}, doi = {10.1109/ACCESS.2024.3358275}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/HongYJL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/IuradaBHT24, author = {Leonardo Iurada and Silvia Bucci and Timothy M. Hospedales and Tatiana Tommasi}, title = {Fairness Meets Cross-Domain Learning: {A} Benchmark of Models and Metrics}, journal = {{IEEE} Access}, volume = {12}, pages = {47854--47867}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3383841}, doi = {10.1109/ACCESS.2024.3383841}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/IuradaBHT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/RahmanTAKAU24, author = {Md. Arafatur Rahman and Sze Wei Tan and A. Taufiq Asyhari and Ibnu Febry Kurniawan and Mohammed J. F. Alenazi and Mueen Uddin}, title = {IoT-Enabled Intelligent Garbage Management System for Smart City: {A} Fairness Perspective}, journal = {{IEEE} Access}, volume = {12}, pages = {82693--82705}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3412098}, doi = {10.1109/ACCESS.2024.3412098}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/RahmanTAKAU24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/RashidKKMAA24, author = {Aamir Rashid and Latif U. Khan and Naeem Khan and Hong Min and Ayaz Ahmad and Shabir Ahmad}, title = {Resource-Optimized Vehicular Edge Networks With Fairness Constraints}, journal = {{IEEE} Access}, volume = {12}, pages = {67924--67934}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3388891}, doi = {10.1109/ACCESS.2024.3388891}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/RashidKKMAA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/ShaikhDASAB24, author = {Muhammad Mujtaba Shaikh and Safia Amir Dahri and Khursheed Aurangzeb and Muhammad Afzal Soomro and Musaed A. Alhussein and Bharat Bhushan}, title = {Optimizing Cellular Network Binary Rate and Fairness: Examination of a Two-Tier Hybrid Duplex Architecture Employing Full-Duplex and Half-Duplex Modes}, journal = {{IEEE} Access}, volume = {12}, pages = {13112--13124}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3353680}, doi = {10.1109/ACCESS.2024.3353680}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/ShaikhDASAB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/StragapedeVTMDFO24, author = {Giuseppe Stragapede and Rub{\'{e}}n Vera{-}Rodr{\'{\i}}guez and Ruben Tolosana and Aythami Morales and Naser Damer and Julian Fi{\'{e}}rrez and Javier Ortega{-}Garcia}, title = {Keystroke Verification Challenge {(KVC):} Biometric and Fairness Benchmark Evaluation}, journal = {{IEEE} Access}, volume = {12}, pages = {1102--1116}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2023.3345452}, doi = {10.1109/ACCESS.2023.3345452}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/StragapedeVTMDFO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/TamuraNKT24, author = {Hitomi Tamura and Daiki Nobayashi and Kenji Kawahara and Kazuya Tsukamoto}, title = {Dynamic {A-MPDU} Adaptation Method for Airtime Fairness in Channel Bonding-Ready WLANs}, journal = {{IEEE} Access}, volume = {12}, pages = {87954--87966}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3418434}, doi = {10.1109/ACCESS.2024.3418434}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/TamuraNKT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/Taricco24, author = {Giorgio Taricco}, title = {Optimum Power Allocation for HARQ-Aided {NOMA} With Proportional Fairness on Fading Channels}, journal = {{IEEE} Access}, volume = {12}, pages = {2327--2339}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2023.3348790}, doi = {10.1109/ACCESS.2023.3348790}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/Taricco24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/adhoc/LiCL24, author = {Xue Li and Xiaojuan Chen and Guohua Li}, title = {Fairness-aware task offloading and load balancing with delay constraints for Power Internet of Things}, journal = {Ad Hoc Networks}, volume = {153}, pages = {103333}, year = {2024}, url = {https://doi.org/10.1016/j.adhoc.2023.103333}, doi = {10.1016/J.ADHOC.2023.103333}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/adhoc/LiCL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/HosseiniHIS24, author = {Hadi Hosseini and Zhiyi Huang and Ayumi Igarashi and Nisarg Shah}, title = {Class fairness in online matching}, journal = {Artif. Intell.}, volume = {335}, pages = {104177}, year = {2024}, url = {https://doi.org/10.1016/j.artint.2024.104177}, doi = {10.1016/J.ARTINT.2024.104177}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/HosseiniHIS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Raz24, author = {Tim R{\"{a}}z}, title = {Gerrymandering individual fairness}, journal = {Artif. Intell.}, volume = {326}, pages = {104035}, year = {2024}, url = {https://doi.org/10.1016/j.artint.2023.104035}, doi = {10.1016/J.ARTINT.2023.104035}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Raz24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiethics/AgarwalA24, author = {Avinash Agarwal and Harsh Agarwal}, title = {A seven-layer model with checklists for standardising fairness assessment throughout the {AI} lifecycle}, journal = {{AI} Ethics}, volume = {4}, number = {2}, pages = {299--314}, year = {2024}, url = {https://doi.org/10.1007/s43681-023-00266-9}, doi = {10.1007/S43681-023-00266-9}, timestamp = {Sat, 06 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiethics/AgarwalA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiethics/GenovesiMSPAKKKZ24, author = {Sergio Genovesi and Julia Maria M{\"{o}}nig and Anna Schmitz and Maximilian Poretschkin and Maram Akila and Manoj Kahdan and Romina Kleiner and Lena Krieger and Alexander Zimmermann}, title = {Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans}, journal = {{AI} Ethics}, volume = {4}, number = {2}, pages = {537--553}, year = {2024}, url = {https://doi.org/10.1007/s43681-023-00291-8}, doi = {10.1007/S43681-023-00291-8}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiethics/GenovesiMSPAKKKZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiethics/Grote24, author = {Thomas Grote}, title = {Fairness as adequacy: a sociotechnical view on model evaluation in machine learning}, journal = {{AI} Ethics}, volume = {4}, number = {2}, pages = {427--440}, year = {2024}, url = {https://doi.org/10.1007/s43681-023-00280-x}, doi = {10.1007/S43681-023-00280-X}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiethics/Grote24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiethics/ZhangPHXSXYLZ24, author = {Dawen Zhang and Shidong Pan and Thong Hoang and Zhenchang Xing and Mark Staples and Xiwei Xu and Lina Yao and Qinghua Lu and Liming Zhu}, title = {To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods}, journal = {{AI} Ethics}, volume = {4}, number = {1}, pages = {83--93}, year = {2024}, url = {https://doi.org/10.1007/s43681-023-00398-y}, doi = {10.1007/S43681-023-00398-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiethics/ZhangPHXSXYLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/air/VassoyL24, author = {Bj{\o}rnar Vass{\o}y and Helge Langseth}, title = {Consumer-side fairness in recommender systems: a systematic survey of methods and evaluation}, journal = {Artif. Intell. Rev.}, volume = {57}, number = {4}, pages = {101}, year = {2024}, url = {https://doi.org/10.1007/s10462-023-10663-5}, doi = {10.1007/S10462-023-10663-5}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/air/VassoyL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ais/BarsottiK24, author = {Flavia Barsotti and R{\"{u}}ya G{\"{o}}khan Ko{\c{c}}er}, title = {MinMax fairness: from Rawlsian Theory of Justice to solution for algorithmic bias}, journal = {{AI} Soc.}, volume = {39}, number = {3}, pages = {961--974}, year = {2024}, url = {https://doi.org/10.1007/s00146-022-01577-x}, doi = {10.1007/S00146-022-01577-X}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ais/BarsottiK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ais/GiovanolaT24, author = {Benedetta Giovanola and Simona Tiribelli}, title = {Correction: Beyond bias and discrimination: redefining the {AI} ethics principle of fairness in healthcare machine-learning algorithms}, journal = {{AI} Soc.}, volume = {39}, number = {5}, pages = {2637}, year = {2024}, url = {https://doi.org/10.1007/s00146-023-01722-0}, doi = {10.1007/S00146-023-01722-0}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ais/GiovanolaT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ais/LiefgreenWWM24, author = {Alice Liefgreen and Netta Weinstein and Sandra Wachter and Brent D. Mittelstadt}, title = {Beyond ideals: why the (medical) {AI} industry needs to motivate behavioural change in line with fairness and transparency values, and how it can do it}, journal = {{AI} Soc.}, volume = {39}, number = {5}, pages = {2183--2199}, year = {2024}, url = {https://doi.org/10.1007/s00146-023-01684-3}, doi = {10.1007/S00146-023-01684-3}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ais/LiefgreenWWM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ais/MihaljevicMDYG24, author = {Helena Mihaljevic and Ivana M{\"{u}}ller and Katja Dill and Aysel Yollu{-}Tok and Maximilian von Grafenstein}, title = {More or less discrimination? Practical feasibility of fairness auditing of technologies for personnel selection}, journal = {{AI} Soc.}, volume = {39}, number = {5}, pages = {2507--2523}, year = {2024}, url = {https://doi.org/10.1007/s00146-023-01726-w}, doi = {10.1007/S00146-023-01726-W}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ais/MihaljevicMDYG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ais/RuedaRJHAR24, author = {Jon Rueda and Janet Delgado Rodr{\'{\i}}guez and Iris Parra Jounou and Joaqu{\'{\i}}n Hortal{-}Carmona and Txetxu Aus{\'{\i}}n and David Rodr{\'{\i}}guez{-}Arias}, title = {"Just" accuracy? Procedural fairness demands explainability in AI-based medical resource allocations}, journal = {{AI} Soc.}, volume = {39}, number = {3}, pages = {1411--1422}, year = {2024}, url = {https://doi.org/10.1007/s00146-022-01614-9}, doi = {10.1007/S00146-022-01614-9}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ais/RuedaRJHAR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ais/ShinLAI24, author = {Donghee Shin and Joon Soo Lim and Norita B. Ahmad and Mohammed Ibahrine}, title = {Understanding user sensemaking in fairness and transparency in algorithms: algorithmic sensemaking in over-the-top platform}, journal = {{AI} Soc.}, volume = {39}, number = {2}, pages = {477--490}, year = {2024}, url = {https://doi.org/10.1007/s00146-022-01525-9}, doi = {10.1007/S00146-022-01525-9}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ais/ShinLAI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/algorithms/SoltanW24, author = {Armin Soltan and Peter Washington}, title = {Challenges in Reducing Bias Using Post-Processing Fairness for Breast Cancer Stage Classification with Deep Learning}, journal = {Algorithms}, volume = {17}, number = {4}, pages = {141}, year = {2024}, url = {https://doi.org/10.3390/a17040141}, doi = {10.3390/A17040141}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/algorithms/SoltanW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/FengLZW24, author = {Qing Feng and Dengfeng Li and Guichuan Zhou and Zhibin Wu}, title = {Fairness based unique common equilibrium efficient frontier for evaluating decision-making units with fixed-sum outputs}, journal = {Ann. Oper. Res.}, volume = {341}, number = {1}, pages = {427--449}, year = {2024}, url = {https://doi.org/10.1007/s10479-022-05013-7}, doi = {10.1007/S10479-022-05013-7}, timestamp = {Sat, 12 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/FengLZW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/AbelS24, author = {Edward Abel and Sajid Siraj}, title = {An approach to investigate fairness using Dominance-based Rough Sets Analysis - How fair were the {COVID-19} restriction decisions in the UK?}, journal = {Appl. Soft Comput.}, volume = {151}, pages = {111121}, year = {2024}, url = {https://doi.org/10.1016/j.asoc.2023.111121}, doi = {10.1016/J.ASOC.2023.111121}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/asc/AbelS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/GomezCE24, author = {Alveiro Alonso Rosado Gomez and Maritza Liliana Calder{\'{o}}n{-}Benavides and Oscar Espinosa}, title = {Data preprocessing to improve fairness in machine learning models: An application to the reintegration process of demobilized members of armed groups in Colombia}, journal = {Appl. Soft Comput.}, volume = {152}, pages = {111193}, year = {2024}, url = {https://doi.org/10.1016/j.asoc.2023.111193}, doi = {10.1016/J.ASOC.2023.111193}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/GomezCE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bdcc/BadarF24, author = {Maryam Badar and Marco Fisichella}, title = {Fair-CMNB: Advancing Fairness-Aware Stream Learning with Na{\"{\i}}ve Bayes and Multi-Objective Optimization}, journal = {Big Data Cogn. Comput.}, volume = {8}, number = {2}, pages = {16}, year = {2024}, url = {https://doi.org/10.3390/bdcc8020016}, doi = {10.3390/BDCC8020016}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bdcc/BadarF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/caaitrit/CongQZFGST24, author = {Yue Cong and Jing Qiu and Kun Zhang and Zhongyang Fang and Chengliang Gao and Shen Su and Zhihong Tian}, title = {Ada-FFL: Adaptive computing fairness federated learning}, journal = {{CAAI} Trans. Intell. Technol.}, volume = {9}, number = {3}, pages = {573--584}, year = {2024}, url = {https://doi.org/10.1049/cit2.12232}, doi = {10.1049/CIT2.12232}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/caaitrit/CongQZFGST24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/BuylB24, author = {Maarten Buyl and Tijl De Bie}, title = {Inherent Limitations of {AI} Fairness}, journal = {Commun. {ACM}}, volume = {67}, number = {2}, pages = {48--55}, year = {2024}, url = {https://doi.org/10.1145/3624700}, doi = {10.1145/3624700}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/BuylB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/Raghavan24, author = {Manish Raghavan}, title = {What Should We Do when Our Ideas of Fairness Conflict?}, journal = {Commun. {ACM}}, volume = {67}, number = {1}, pages = {88--97}, year = {2024}, url = {https://doi.org/10.1145/3587930}, doi = {10.1145/3587930}, timestamp = {Sun, 28 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/Raghavan24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cais/SchwenkeBFK24, author = {Chiara Schwenke and Julia Brasse and Maximilian F{\"{o}}rster and Mathias Klier}, title = {{START} Foundation: Coping with Bias and Fairness when Implementing and Using an {AI} System}, journal = {Commun. Assoc. Inf. Syst.}, volume = {54}, pages = {43}, year = {2024}, url = {https://aisel.aisnet.org/cais/vol54/iss1/43}, timestamp = {Mon, 01 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cais/SchwenkeBFK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cbm/MennellaEPM24, author = {Ciro Mennella and Massimo Esposito and Giuseppe De Pietro and Umberto Maniscalco}, title = {Promoting fairness in activity recognition algorithms for patient's monitoring and evaluation systems in healthcare}, journal = {Comput. Biol. Medicine}, volume = {179}, pages = {108826}, year = {2024}, url = {https://doi.org/10.1016/j.compbiomed.2024.108826}, doi = {10.1016/J.COMPBIOMED.2024.108826}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cbm/MennellaEPM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/chinaf/ZhangWLLHYZGC24, author = {Zheng Zhang and Le Wu and Qi Liu and Jiayu Liu and Zhenya Huang and Yu Yin and Yan Zhuang and Weibo Gao and Enhong Chen}, title = {Understanding and improving fairness in cognitive diagnosis}, journal = {Sci. China Inf. Sci.}, volume = {67}, number = {5}, year = {2024}, url = {https://doi.org/10.1007/s11432-022-3852-0}, doi = {10.1007/S11432-022-3852-0}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/chinaf/ZhangWLLHYZGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/clsr/HauselmannC24, author = {Andreas H{\"{a}}uselmann and Bart Custers}, title = {Substantive fairness in the {GDPR:} Fairness Elements for Article 5.1a {GDPR}}, journal = {Comput. Law Secur. Rev.}, volume = {52}, pages = {105942}, year = {2024}, url = {https://doi.org/10.1016/j.clsr.2024.105942}, doi = {10.1016/J.CLSR.2024.105942}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/clsr/HauselmannC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/clsr/HochHLT24, author = {Holly Hoch and Corinna Hertweck and Michele Loi and Aurelia Tam{\`{o}}{-}Larrieux}, title = {Discrimination for the sake of fairness by design and its legal framework}, journal = {Comput. Law Secur. Rev.}, volume = {52}, pages = {105916}, year = {2024}, url = {https://doi.org/10.1016/j.clsr.2023.105916}, doi = {10.1016/J.CLSR.2023.105916}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/clsr/HochHLT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/clsr/KattnigARK24, author = {Markus Kattnig and Alessa Angerschmid and Thomas Reichel and Roman Kern}, title = {Assessing trustworthy {AI:} Technical and legal perspectives of fairness in {AI}}, journal = {Comput. Law Secur. Rev.}, volume = {55}, pages = {106053}, year = {2024}, url = {https://doi.org/10.1016/j.clsr.2024.106053}, doi = {10.1016/J.CLSR.2024.106053}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/clsr/KattnigARK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/clsr/RigottiF24, author = {Carlotta Rigotti and Eduard Fosch{-}Villaronga}, title = {Fairness, {AI} {\&} recruitment}, journal = {Comput. Law Secur. Rev.}, volume = {53}, pages = {105966}, year = {2024}, url = {https://doi.org/10.1016/j.clsr.2024.105966}, doi = {10.1016/J.CLSR.2024.105966}, timestamp = {Tue, 02 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/clsr/RigottiF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/DengLLAL24, author = {Zhenjie Deng and Yanwei Liu and Jinxia Liu and Antonios Argyriou and Dacai Liu}, title = {BBR-based and fairness-guaranteed congestion control and packet scheduling for {MPQUIC} over heterogeneous networks}, journal = {Comput. Commun.}, volume = {224}, pages = {213--224}, year = {2024}, url = {https://doi.org/10.1016/j.comcom.2024.06.006}, doi = {10.1016/J.COMCOM.2024.06.006}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comcom/DengLLAL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/FerreiraPF24, author = {Ibirisol F. Ferreira and Maycon Leone Maciel Peixoto and Gustavo Bittencourt Figueiredo}, title = {Fairness-oriented multicast routing for distributed interactive applications}, journal = {Comput. Commun.}, volume = {219}, pages = {229--242}, year = {2024}, url = {https://doi.org/10.1016/j.comcom.2024.03.015}, doi = {10.1016/J.COMCOM.2024.03.015}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comcom/FerreiraPF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/TrankatwarW24, author = {Sachin Trankatwar and Prashant K. Wali}, title = {Power allocation scheme for sum rate and fairness trade-off in downlink {NOMA} networks}, journal = {Comput. Commun.}, volume = {221}, pages = {78--89}, year = {2024}, url = {https://doi.org/10.1016/j.comcom.2024.04.018}, doi = {10.1016/J.COMCOM.2024.04.018}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comcom/TrankatwarW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/computing/RazaviAA24, author = {Seyyed Javad Bozorg Zadeh Razavi and Haleh Amintoosi and Mohammad Allahbakhsh}, title = {A clarity and fairness aware framework for selecting workers in competitive crowdsourcing tasks}, journal = {Computing}, volume = {106}, number = {9}, pages = {3005--3030}, year = {2024}, url = {https://doi.org/10.1007/s00607-024-01316-8}, doi = {10.1007/S00607-024-01316-8}, timestamp = {Wed, 28 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/computing/RazaviAA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comsis/LujakS0GC24, author = {Marin Lujak and Alessio Salvatore and Alberto Fern{\'{a}}ndez and Stefano Giordani and Kendal Cousy}, title = {How to fairly and efficiently assign tasks in individually rational agents' coalitions? Models and fairness measures}, journal = {Comput. Sci. Inf. Syst.}, volume = {21}, number = {1}, pages = {269--289}, year = {2024}, url = {https://doi.org/10.2298/csis230119075l}, doi = {10.2298/CSIS230119075L}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/comsis/LujakS0GC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/concurrency/PengLZL24, author = {Kai Peng and Chengfang Ling and Bohai Zhao and Victor C. M. Leung}, title = {A fairness-aware task offloading method in edge-enabled IIoT with multi-constraints using {AGE-MOEA} and weighted {MMF}}, journal = {Concurr. Comput. Pract. Exp.}, volume = {36}, number = {10}, year = {2024}, url = {https://doi.org/10.1002/cpe.7858}, doi = {10.1002/CPE.7858}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/concurrency/PengLZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csi/LiCLJYHYW24, author = {Jianhong Li and Qi Chen and Jin Li and Zihan Jiang and Guoyu Yang and Teng Huang and Hongyang Yan and Duncan S. Wong}, title = {Reputation is not enough: Ensuring strong order-fairness in Byzantine consensus}, journal = {Comput. Stand. Interfaces}, volume = {90}, pages = {103855}, year = {2024}, url = {https://doi.org/10.1016/j.csi.2024.103855}, doi = {10.1016/J.CSI.2024.103855}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csi/LiCLJYHYW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/CatonH24, author = {Simon Caton and Christian Haas}, title = {Fairness in Machine Learning: {A} Survey}, journal = {{ACM} Comput. Surv.}, volume = {56}, number = {7}, pages = {166:1--166:38}, year = {2024}, url = {https://doi.org/10.1145/3616865}, doi = {10.1145/3616865}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csur/CatonH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/ChenZZZY24, author = {Huiqiang Chen and Tianqing Zhu and Tao Zhang and Wanlei Zhou and Philip S. Yu}, title = {Privacy and Fairness in Federated Learning: On the Perspective of Tradeoff}, journal = {{ACM} Comput. Surv.}, volume = {56}, number = {2}, pages = {39:1--39:37}, year = {2024}, url = {https://doi.org/10.1145/3606017}, doi = {10.1145/3606017}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csur/ChenZZZY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/SaxenaFP24, author = {Akrati Saxena and George Fletcher and Mykola Pechenizkiy}, title = {FairSNA: Algorithmic Fairness in Social Network Analysis}, journal = {{ACM} Comput. Surv.}, volume = {56}, number = {8}, pages = {213:1--213:45}, year = {2024}, url = {https://doi.org/10.1145/3653711}, doi = {10.1145/3653711}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csur/SaxenaFP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csysl/OksuzMSR24, author = {Halil Yigit {\"{O}}ks{\"{u}}z and Fabio Molinari and Henning Sprekeler and J{\"{o}}rg Raisch}, title = {Boosting Fairness and Robustness in Over-the-Air Federated Learning}, journal = {{IEEE} Control. Syst. Lett.}, volume = {8}, pages = {682--687}, year = {2024}, url = {https://doi.org/10.1109/LCSYS.2024.3402123}, doi = {10.1109/LCSYS.2024.3402123}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csysl/OksuzMSR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cybersec/WangLJFW24, author = {Chaoqun Wang and Ning Li and Shujuan Ji and Xianwen Fang and Zhen Wang}, title = {Enhancing fairness of trading environment: discovering overlapping spammer groups with dynamic co-review graph optimization}, journal = {Cybersecur.}, volume = {7}, number = {1}, pages = {37}, year = {2024}, url = {https://doi.org/10.1186/s42400-024-00230-y}, doi = {10.1186/S42400-024-00230-Y}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cybersec/WangLJFW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/MakhloufAZBP24, author = {Karima Makhlouf and H{\'{e}}ber Hwang Arcolezi and Sami Zhioua and Ghassen Ben Brahim and Catuscia Palamidessi}, title = {On the impact of multi-dimensional local differential privacy on fairness}, journal = {Data Min. Knowl. Discov.}, volume = {38}, number = {4}, pages = {2252--2275}, year = {2024}, url = {https://doi.org/10.1007/s10618-024-01031-0}, doi = {10.1007/S10618-024-01031-0}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/MakhloufAZBP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datascience/ChongSOMJ24, author = {Steven S. Chong and Mark Schildhauer and Margaret O'Brien and Bryce D. Mecum and Matthew B. Jones}, title = {Enhancing the FAIRness of Arctic Research Data Through Semantic Annotation}, journal = {Data Sci. J.}, volume = {23}, year = {2024}, url = {https://doi.org/10.5334/dsj-2024-002}, doi = {10.5334/DSJ-2024-002}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datascience/ChongSOMJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datascience/HutchisonNZH24, author = {Vivian Hutchison and Tamar Norkin and Lisa S. Zolly and Leslie Hsu}, title = {State of the Data: Assessing the FAIRness of {US} Geological Survey Data}, journal = {Data Sci. J.}, volume = {23}, pages = {22}, year = {2024}, url = {https://doi.org/10.5334/dsj-2024-022}, doi = {10.5334/DSJ-2024-022}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datascience/HutchisonNZH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/debu/Roy24, author = {Senjuti Basu Roy}, title = {Fairness and Robustness in Answering Preference Queries}, journal = {{IEEE} Data Eng. Bull.}, volume = {47}, number = {1}, pages = {36--47}, year = {2024}, url = {http://sites.computer.org/debull/A24mar/p36.pdf}, timestamp = {Tue, 23 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/debu/Roy24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/di/MombelliLB24, author = {Samuele Mombelli and James R. Lyle and Frank Breitinger}, title = {FAIRness in digital forensics datasets' metadata - and how to improve it}, journal = {Forensic Sci. Int. Digit. Investig.}, volume = {48}, pages = {301681}, year = {2024}, url = {https://doi.org/10.1016/j.fsidi.2023.301681}, doi = {10.1016/J.FSIDI.2023.301681}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/di/MombelliLB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dss/WangWDN24, author = {Xinran Wang and Zisu Wang and Mateusz Dolata and Jay F. Nunamaker Jr.}, title = {How credibility assessment technologies affect decision fairness in evidence-based investigations: {A} Bayesian perspective}, journal = {Decis. Support Syst.}, volume = {187}, pages = {114326}, year = {2024}, url = {https://doi.org/10.1016/j.dss.2024.114326}, doi = {10.1016/J.DSS.2024.114326}, timestamp = {Wed, 09 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dss/WangWDN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dss/YangKKLC24, author = {Woojin Yang and Yeongin Kim and Tae Hun Kim and Chul Ho Lee and Yasin Ceran}, title = {From whales to minnows: The impact of crypto-reward fairness on user engagement in social media}, journal = {Decis. Support Syst.}, volume = {185}, pages = {114289}, year = {2024}, url = {https://doi.org/10.1016/j.dss.2024.114289}, doi = {10.1016/J.DSS.2024.114289}, timestamp = {Sat, 31 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dss/YangKKLC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/AlaG24, author = {Ali Ala and Alireza Goli}, title = {Incorporating machine learning and optimization techniques for assigning patients to operating rooms by considering fairness policies}, journal = {Eng. Appl. Artif. Intell.}, volume = {136}, pages = {108980}, year = {2024}, url = {https://doi.org/10.1016/j.engappai.2024.108980}, doi = {10.1016/J.ENGAPPAI.2024.108980}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eaai/AlaG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ecra/SenaliIGFAR24, author = {Madugoda Gunaratnege Senali and Mohammad Iranmanesh and Morteza Ghobakhloo and Behzad Foroughi and Shahla Asadi and Abderahman Rejeb}, title = {Determinants of trust and purchase intention in social commerce: Perceived price fairness and trust disposition as moderators}, journal = {Electron. Commer. Res. Appl.}, volume = {64}, pages = {101370}, year = {2024}, url = {https://doi.org/10.1016/j.elerap.2024.101370}, doi = {10.1016/J.ELERAP.2024.101370}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ecra/SenaliIGFAR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/efi/TrigoSB24, author = {Ant{\'{o}}nio Trigo and Nubia Stein and Fernando Paulo Belfo}, title = {Strategies to improve fairness in artificial intelligence:A systematic literature review}, journal = {Educ. Inf.}, volume = {40}, number = {3}, pages = {323--346}, year = {2024}, url = {https://doi.org/10.3233/EFI-240045}, doi = {10.3233/EFI-240045}, timestamp = {Sat, 21 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/efi/TrigoSB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejwcn/ZhuCMJJ24, author = {Jia Zhu and Yuanhao Cui and Junsheng Mu and Zexuan Jing and Xiaojun Jing}, title = {Radio resource management for OFDM-based dual-function radar-communication: sum-rate and fairness}, journal = {{EURASIP} J. Wirel. Commun. Netw.}, volume = {2024}, number = {1}, pages = {18}, year = {2024}, url = {https://doi.org/10.1186/s13638-024-02343-x}, doi = {10.1186/S13638-024-02343-X}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejwcn/ZhuCMJJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/BeikverdiTS24, author = {Majid Beikverdi and Nasim Ghanbar Tehrani and Kamran Shahanaghi}, title = {A Bi-level model for district-fairness participatory budgeting: Decomposition methods and application}, journal = {Eur. J. Oper. Res.}, volume = {314}, number = {1}, pages = {340--362}, year = {2024}, url = {https://doi.org/10.1016/j.ejor.2023.09.037}, doi = {10.1016/J.EJOR.2023.09.037}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eor/BeikverdiTS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/DixitCKJ24, author = {Aasheesh Dixit and Tsan{-}Ming Choi and Patanjal Kumar and Suresh Kumar Jakhar}, title = {Roles of reciprocity and fairness concerns in airline-airport systems with environmental considerations}, journal = {Eur. J. Oper. Res.}, volume = {312}, number = {3}, pages = {1011--1023}, year = {2024}, url = {https://doi.org/10.1016/j.ejor.2023.07.016}, doi = {10.1016/J.EJOR.2023.07.016}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eor/DixitCKJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/RossumDH24, author = {Bart van Rossum and Twan Dollevoet and Dennis Huisman}, title = {Railway crew planning with fairness over time}, journal = {Eur. J. Oper. Res.}, volume = {318}, number = {1}, pages = {55--70}, year = {2024}, url = {https://doi.org/10.1016/j.ejor.2024.04.029}, doi = {10.1016/J.EJOR.2024.04.029}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eor/RossumDH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ese/FerraraSFPL24, author = {Carmine Ferrara and Giulia Sellitto and Filomena Ferrucci and Fabio Palomba and Andrea De Lucia}, title = {Fairness-aware machine learning engineering: how far are we?}, journal = {Empir. Softw. Eng.}, volume = {29}, number = {1}, pages = {9}, year = {2024}, url = {https://doi.org/10.1007/s10664-023-10402-y}, doi = {10.1007/S10664-023-10402-Y}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ese/FerraraSFPL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ese/HortZSH24, author = {Max Hort and Jie M. Zhang and Federica Sarro and Mark Harman}, title = {Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software}, journal = {Empir. Softw. Eng.}, volume = {29}, number = {1}, pages = {36}, year = {2024}, url = {https://doi.org/10.1007/s10664-023-10419-3}, doi = {10.1007/S10664-023-10419-3}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ese/HortZSH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/ChenGLR24, author = {Ying Chen and Paolo Giudici and Kailiang Liu and Emanuela Raffinetti}, title = {Measuring fairness in credit ratings}, journal = {Expert Syst. Appl.}, volume = {258}, pages = {125184}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2024.125184}, doi = {10.1016/J.ESWA.2024.125184}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/ChenGLR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/DuongLX24, author = {Tri Dung Duong and Qian Li and Guandong Xu}, title = {Achieving counterfactual fairness with imperfect structural causal model}, journal = {Expert Syst. Appl.}, volume = {240}, pages = {122411}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.122411}, doi = {10.1016/J.ESWA.2023.122411}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/DuongLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/GuiTLD24, author = {Yunmiao Gui and Dingbo Tan and Zhi Liu and Feng Dong}, title = {Worry not rareness but disparity: Impact of fairness concerns on platforms' pricing and matching decision in competitive two-sided markets}, journal = {Expert Syst. Appl.}, volume = {238}, number = {Part {B}}, pages = {121683}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.121683}, doi = {10.1016/J.ESWA.2023.121683}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/GuiTLD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/MartinezSykoraMCF24, author = {Antonio Martinez{-}Sykora and Fraser N. McLeod and Tom J. Cherrett and Adrian Friday}, title = {Exploring fairness in food delivery routing and scheduling problems}, journal = {Expert Syst. Appl.}, volume = {240}, pages = {122488}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.122488}, doi = {10.1016/J.ESWA.2023.122488}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/MartinezSykoraMCF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/Melucci24, author = {Massimo Melucci}, title = {On the trade-off between ranking effectiveness and fairness}, journal = {Expert Syst. Appl.}, volume = {241}, pages = {122709}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.122709}, doi = {10.1016/J.ESWA.2023.122709}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/Melucci24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/SongLJ24, author = {Xiaobin Song and Zeyuan Liu and Benben Jiang}, title = {Adaptive boosting with fairness-aware reweighting technique for fair classification}, journal = {Expert Syst. Appl.}, volume = {250}, pages = {123916}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2024.123916}, doi = {10.1016/J.ESWA.2024.123916}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/SongLJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/SongWMW24, author = {Haohao Song and Ying Wang and Xiangyu Mao and Chunyang Wang}, title = {Decision-making in a low-carbon supply chain considering consumers' fairness concerns}, journal = {Expert Syst. Appl.}, volume = {237}, number = {Part {C}}, pages = {121606}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.121606}, doi = {10.1016/J.ESWA.2023.121606}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/SongWMW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/YangZ24, author = {Jing Yang and Botao Zhong}, title = {Fairness model considering satisfaction and preferences for service scheduling on electronic platforms in construction industry}, journal = {Expert Syst. Appl.}, volume = {244}, pages = {122872}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.122872}, doi = {10.1016/J.ESWA.2023.122872}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/YangZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ethicsit/AlvarezCEFFFGMPLRSSZR24, author = {Jos{\'{e}} M. {\'{A}}lvarez and Alejandra Bringas Colmenarejo and Alaa Elobaid and Simone Fabbrizzi and Miriam Fahimi and Antonio Ferrara and Siamak Ghodsi and Carlos Mougan and Ioanna Papageorgiou and Paula Reyero Lobo and Mayra Russo and Kristen M. Scott and Laura State and Xuan Zhao and Salvatore Ruggieri}, title = {Policy advice and best practices on bias and fairness in {AI}}, journal = {Ethics Inf. Technol.}, volume = {26}, number = {2}, pages = {31}, year = {2024}, url = {https://doi.org/10.1007/s10676-024-09746-w}, doi = {10.1007/S10676-024-09746-W}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ethicsit/AlvarezCEFFFGMPLRSSZR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ethicsit/GiovanolaT24, author = {Benedetta Giovanola and Simona Tiribelli}, title = {Correction to: Weapons of moral construction? On the value of fairness in algorithmic decision-making}, journal = {Ethics Inf. Technol.}, volume = {26}, number = {1}, pages = {6}, year = {2024}, url = {https://doi.org/10.1007/s10676-023-09743-5}, doi = {10.1007/S10676-023-09743-5}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ethicsit/GiovanolaT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ett/LiWWLDM24, author = {Mengge Li and Liang Wang and Xiaoming Wang and Yaguang Lin and Jiarong Du and Miao Ma}, title = {Fairness-aware eMBB/URLLC spectrum resource multiplexing to ensure reliability in vehicular networks}, journal = {Trans. Emerg. Telecommun. Technol.}, volume = {35}, number = {4}, year = {2024}, url = {https://doi.org/10.1002/ett.4963}, doi = {10.1002/ETT.4963}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ett/LiWWLDM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fdata/BanerjeeBW24, author = {Ashmi Banerjee and Paromita Banik and Wolfgang W{\"{o}}rndl}, title = {A review on individual and multistakeholder fairness in tourism recommender systems}, journal = {Frontiers Big Data}, volume = {6}, year = {2024}, url = {https://doi.org/10.3389/fdata.2023.1168692}, doi = {10.3389/FDATA.2023.1168692}, timestamp = {Tue, 02 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fdata/BanerjeeBW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fdata/DuricicKLL24, author = {Tomislav Duricic and Dominik Kowald and Emanuel Lacic and Elisabeth Lex}, title = {Beyond-accuracy: a review on diversity, serendipity, and fairness in recommender systems based on graph neural networks}, journal = {Frontiers Big Data}, volume = {6}, year = {2024}, url = {https://doi.org/10.3389/fdata.2023.1251072}, doi = {10.3389/FDATA.2023.1251072}, timestamp = {Tue, 02 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fdata/DuricicKLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fdata/KumarGRGS24, author = {Deepak Kumar and Tessa Grosz and Navid Rekabsaz and Elisabeth Greif and Markus Schedl}, title = {Fairness of recommender systems in the recruitment domain: an analysis from technical and legal perspectives}, journal = {Frontiers Big Data}, volume = {6}, year = {2024}, url = {https://doi.org/10.3389/fdata.2023.1245198}, doi = {10.3389/FDATA.2023.1245198}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fdata/KumarGRGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/ChenZTHS24, author = {Chaomeng Chen and Zhenhong Zhou and Peng Tang and Longzhu He and Sen Su}, title = {Enforcing group fairness in privacy-preserving Federated Learning}, journal = {Future Gener. Comput. Syst.}, volume = {160}, pages = {890--900}, year = {2024}, url = {https://doi.org/10.1016/j.future.2024.06.040}, doi = {10.1016/J.FUTURE.2024.06.040}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fgcs/ChenZTHS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/MetinO24, author = {Serdar Metin and Can C. {\"{O}}zturan}, title = {Quantised and Simulated Max-min Fairness in Blockchain Ecosystems}, journal = {Future Gener. Comput. Syst.}, volume = {151}, pages = {260--271}, year = {2024}, url = {https://doi.org/10.1016/j.future.2023.08.025}, doi = {10.1016/J.FUTURE.2023.08.025}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fgcs/MetinO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fi/ShresthaPK24, author = {Shyam Kumar Shrestha and Shiva Raj Pokhrel and Jonathan Kua}, title = {On the Fairness of Internet Congestion Control over WiFi with Deep Reinforcement Learning}, journal = {Future Internet}, volume = {16}, number = {9}, pages = {330}, year = {2024}, url = {https://doi.org/10.3390/fi16090330}, doi = {10.3390/FI16090330}, timestamp = {Wed, 16 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fi/ShresthaPK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/PleckoB24, author = {Drago Plecko and Elias Bareinboim}, title = {Causal Fairness Analysis: {A} Causal Toolkit for Fair Machine Learning}, journal = {Found. Trends Mach. Learn.}, volume = {17}, number = {3}, pages = {304--589}, year = {2024}, url = {https://doi.org/10.1561/2200000106}, doi = {10.1561/2200000106}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/PleckoB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/games/MakZ24, author = {Vincent Mak and Rami Zwick}, title = {Fairness and Transparency in One-to-Many Bargaining with Complementarity: An Experimental Study}, journal = {Games}, volume = {15}, number = {4}, pages = {22}, year = {2024}, url = {https://doi.org/10.3390/g15040022}, doi = {10.3390/G15040022}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/games/MakZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/geb/Bester24, author = {Helmut Bester}, title = {Fairness and competition in a bilateral matching market}, journal = {Games Econ. Behav.}, volume = {146}, pages = {121--136}, year = {2024}, url = {https://doi.org/10.1016/j.geb.2024.05.001}, doi = {10.1016/J.GEB.2024.05.001}, timestamp = {Wed, 03 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/geb/Bester24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/giq/AokiTNM24, author = {Naomi Aoki and Tomohiko Tatsumi and Go Naruse and Kentaro Maeda}, title = {Explainable {AI} for government: Does the type of explanation matter to the accuracy, fairness, and trustworthiness of an algorithmic decision as perceived by those who are affected?}, journal = {Gov. Inf. Q.}, volume = {41}, number = {4}, pages = {101965}, year = {2024}, url = {https://doi.org/10.1016/j.giq.2024.101965}, doi = {10.1016/J.GIQ.2024.101965}, timestamp = {Mon, 07 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/giq/AokiTNM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/hf/CaoC24, author = {Jiajia Cao and Na Chen}, title = {The Influence of Robots' Fairness on Humans' Reward-Punishment Behaviors and Trust in Human-Robot Cooperative Teams}, journal = {Hum. Factors}, volume = {66}, number = {4}, pages = {1103--1117}, year = {2024}, url = {https://doi.org/10.1177/00187208221133272}, doi = {10.1177/00187208221133272}, timestamp = {Sat, 23 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/hf/CaoC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/icl/GhomriBB24, author = {Benmeziane Imad{-}Ddine Ghomri and Mohammed Yassine Bendimerad and Fethi Tarik Bendimerad}, title = {DRL-Driven Optimization for Energy Efficiency and Fairness in {NOMA-UAV} Networks}, journal = {{IEEE} Commun. Lett.}, volume = {28}, number = {5}, pages = {1048--1052}, year = {2024}, url = {https://doi.org/10.1109/LCOMM.2024.3377005}, doi = {10.1109/LCOMM.2024.3377005}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/icl/GhomriBB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/icl/GirdherGB24, author = {Amina Girdher and Nishant Gupta and Ankur Bansal}, title = {Fairness-Aware Energy Harvesting in RSMA-Aided {MU-MISO} {VLC} Network}, journal = {{IEEE} Commun. Lett.}, volume = {28}, number = {5}, pages = {1062--1066}, year = {2024}, url = {https://doi.org/10.1109/LCOMM.2024.3380418}, doi = {10.1109/LCOMM.2024.3380418}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/icl/GirdherGB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iet-com/SunWQQ24, author = {Weihao Sun and Hai Wang and Zhen Qin and Zichao Qin}, title = {Joint optimization of deployment, user association, channel, and resource allocation for fairness-aware multi-UAV network}, journal = {{IET} Commun.}, volume = {18}, number = {13}, pages = {799--816}, year = {2024}, url = {https://doi.org/10.1049/cmu2.12791}, doi = {10.1049/CMU2.12791}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iet-com/SunWQQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijait/DowneyIS24, author = {Ava Downey and Sheikh Rabiul Islam and Md Kamruzzman Sarker}, title = {Predictive Policing: {A} Fairness-aware Approach}, journal = {Int. J. Artif. Intell. Tools}, volume = {33}, number = {3}, pages = {2460005:1--2460005:26}, year = {2024}, url = {https://doi.org/10.1142/S0218213024600054}, doi = {10.1142/S0218213024600054}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijait/DowneyIS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijait/JainHE24, author = {Bhanu Jain and Manfred Huber and Ramez Elmasri}, title = {Fairness for Deep Learning Predictions Using Bias Parity Score Based Loss Function Regularization}, journal = {Int. J. Artif. Intell. Tools}, volume = {33}, number = {3}, pages = {2460003:1--2460003:27}, year = {2024}, url = {https://doi.org/10.1142/S0218213024600030}, doi = {10.1142/S0218213024600030}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijait/JainHE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcisys/JiaWWL24, author = {Junjie Jia and Fen Wang and Huijuan Wang and Shilong Liu}, title = {A Fairness Group Recommendation Algorithm Based On User Activity}, journal = {Int. J. Comput. Intell. Syst.}, volume = {17}, number = {1}, pages = {204}, year = {2024}, url = {https://doi.org/10.1007/s44196-024-00602-9}, doi = {10.1007/S44196-024-00602-9}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcisys/JiaWWL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcomsys/LouisD24, author = {Augusteen Bamila Virgin Louis and G. Arul Dalton}, title = {Resource allocation in paired users: Optimization-assisted user grouping for fairness improvement of {NOMA}}, journal = {Int. J. Commun. Syst.}, volume = {37}, number = {9}, year = {2024}, url = {https://doi.org/10.1002/dac.5771}, doi = {10.1002/DAC.5771}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcomsys/LouisD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/CohenAddadGSMN24, author = {Vincent Cohen{-}Addad and Surya Teja Gavva and {Karthik {C. S.}} and Claire Mathieu and Namrata}, title = {Fairness of linear regression in decision making}, journal = {Int. J. Data Sci. Anal.}, volume = {18}, number = {3}, pages = {337--347}, year = {2024}, url = {https://doi.org/10.1007/s41060-023-00423-7}, doi = {10.1007/S41060-023-00423-7}, timestamp = {Sat, 31 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/CohenAddadGSMN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/RazaRD24, author = {Shaina Raza and Deepak John Reji and Chen Ding}, title = {Dbias: detecting biases and ensuring fairness in news articles}, journal = {Int. J. Data Sci. Anal.}, volume = {17}, number = {1}, pages = {39--59}, year = {2024}, url = {https://doi.org/10.1007/s41060-022-00359-4}, doi = {10.1007/S41060-022-00359-4}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijdsa/RazaRD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijhci/CremerNNMS24, author = {David De Cremer and Devesh Narayanan and Mahak Nagpal and Jack McGuire and Shane Schweitzer}, title = {{AI} Fairness in Action: {A} Human-Computer Perspective on {AI} Fairness in Organizations and Society}, journal = {Int. J. Hum. Comput. Interact.}, volume = {40}, number = {1}, pages = {1--3}, year = {2024}, url = {https://doi.org/10.1080/10447318.2023.2273673}, doi = {10.1080/10447318.2023.2273673}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijhci/CremerNNMS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijhci/DolataS24, author = {Mateusz Dolata and Gerhard Schwabe}, title = {Towards the Socio-Algorithmic Construction of Fairness: The Case of Automatic Price-Surging in Ride-Hailing}, journal = {Int. J. Hum. Comput. Interact.}, volume = {40}, number = {1}, pages = {55--65}, year = {2024}, url = {https://doi.org/10.1080/10447318.2023.2210887}, doi = {10.1080/10447318.2023.2210887}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijhci/DolataS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijhci/NarayananNMSC24, author = {Devesh Narayanan and Mahak Nagpal and Jack McGuire and Shane Schweitzer and David De Cremer}, title = {Fairness Perceptions of Artificial Intelligence: {A} Review and Path Forward}, journal = {Int. J. Hum. Comput. Interact.}, volume = {40}, number = {1}, pages = {4--23}, year = {2024}, url = {https://doi.org/10.1080/10447318.2023.2210890}, doi = {10.1080/10447318.2023.2210890}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijhci/NarayananNMSC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijhci/SchutterC24, author = {Leander De Schutter and David De Cremer}, title = {How Counterfactual Fairness Modelling in Algorithms Can Promote Ethical Decision-Making}, journal = {Int. J. Hum. Comput. Interact.}, volume = {40}, number = {1}, pages = {33--44}, year = {2024}, url = {https://doi.org/10.1080/10447318.2023.2247624}, doi = {10.1080/10447318.2023.2247624}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijhci/SchutterC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijinfomandi/SinghKS24, author = {Nimisha Singh and Amita Kapoor and Neha Soni}, title = {A sociotechnical perspective for explicit unfairness mitigation techniques for algorithm fairness}, journal = {Int. J. Inf. Manag. Data Insights}, volume = {4}, number = {2}, pages = {100259}, year = {2024}, url = {https://doi.org/10.1016/j.jjimei.2024.100259}, doi = {10.1016/J.JJIMEI.2024.100259}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijinfomandi/SinghKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijisec/ToreiniMM24, author = {Ehsan Toreini and Maryam Mehrnezhad and Aad van Moorsel}, title = {Fairness as a Service (FaaS): verifiable and privacy-preserving fairness auditing of machine learning systems}, journal = {Int. J. Inf. Sec.}, volume = {23}, number = {2}, pages = {981--997}, year = {2024}, url = {https://doi.org/10.1007/s10207-023-00774-z}, doi = {10.1007/S10207-023-00774-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijisec/ToreiniMM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmi/DavoudiCESSBMT24, author = {Anahita Davoudi and Sena Chae and Lauren Evans and Sridevi Sridharan and Jiyoun Song and Kathryn H. Bowles and Margaret V. McDonald and Maxim Topaz}, title = {Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure}, journal = {Int. J. Medical Informatics}, volume = {191}, pages = {105534}, year = {2024}, url = {https://doi.org/10.1016/j.ijmedinf.2024.105534}, doi = {10.1016/J.IJMEDINF.2024.105534}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijmi/DavoudiCESSBMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangPFWWYYZW24, author = {Zihui Wang and Zhaopeng Peng and Xiaoliang Fan and Zheng Wang and Shangbin Wu and Rongshan Yu and Peizhen Yang and Chuanpan Zheng and Cheng Wang}, title = {FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning}, journal = {Neurocomputing}, volume = {574}, pages = {127227}, year = {2024}, url = {https://doi.org/10.1016/j.neucom.2023.127227}, doi = {10.1016/J.NEUCOM.2023.127227}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/WangPFWWYYZW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijpr/BonomiMZ24, author = {Valentina Bonomi and Renata Mansini and Roberto Zanotti}, title = {Mediating governance goals with patients and nurses satisfaction: a multi-actor multi-objective problem including fairness}, journal = {Int. J. Prod. Res.}, volume = {62}, number = {10}, pages = {3753--3780}, year = {2024}, url = {https://doi.org/10.1080/00207543.2023.2248522}, doi = {10.1080/00207543.2023.2248522}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijpr/BonomiMZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijpr/LiQWJ24, author = {Shuai Li and Shaojian Qu and M. I. M. Wahab and Ying Ji}, title = {Low-Carbon supply chain optimisation with carbon emission reduction level and warranty period: nash bargaining fairness concern}, journal = {Int. J. Prod. Res.}, volume = {62}, number = {18}, pages = {6665--6687}, year = {2024}, url = {https://doi.org/10.1080/00207543.2024.2333108}, doi = {10.1080/00207543.2024.2333108}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijpr/LiQWJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijpr/XieZMJL24, author = {Lei Xie and Jianghua Zhang and Qingchun Meng and Yan Jin and Weibo Liu}, title = {An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns}, journal = {Int. J. Prod. Res.}, volume = {62}, number = {20}, pages = {7447--7465}, year = {2024}, url = {https://doi.org/10.1080/00207543.2022.2155999}, doi = {10.1080/00207543.2022.2155999}, timestamp = {Mon, 07 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijpr/XieZMJL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/inffus/GongZZ24, author = {Gaocan Gong and Xu Zhou and Quanbo Zha}, title = {Managing fairness and consensus based on individual consciousness of preventing manipulation}, journal = {Inf. Fusion}, volume = {102}, pages = {102047}, year = {2024}, url = {https://doi.org/10.1016/j.inffus.2023.102047}, doi = {10.1016/J.INFFUS.2023.102047}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/inffus/GongZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/inffus/GuoZGKX24, author = {Weiwei Guo and Wei{-}Guo Zhang and Zaiwu Gong and Gang Kou and Xiaoxia Xu}, title = {Multi-round minimum cost consensus model with objectivity-fairness driven feedback mechanism}, journal = {Inf. Fusion}, volume = {104}, pages = {102185}, year = {2024}, url = {https://doi.org/10.1016/j.inffus.2023.102185}, doi = {10.1016/J.INFFUS.2023.102185}, timestamp = {Thu, 18 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/inffus/GuoZGKX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/inffus/RafiNHC24, author = {Taki Hasan Rafi and Faiza Anan Noor and Tahmid Hussain and Dong{-}Kyu Chae}, title = {Fairness and privacy preserving in federated learning: {A} survey}, journal = {Inf. Fusion}, volume = {105}, pages = {102198}, year = {2024}, url = {https://doi.org/10.1016/j.inffus.2023.102198}, doi = {10.1016/J.INFFUS.2023.102198}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/inffus/RafiNHC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/infsof/ZhaoTK24, author = {Zhenjiang Zhao and Takahisa Toda and Takashi Kitamura}, title = {Diversity-aware fairness testing of machine learning classifiers through hashing-based sampling}, journal = {Inf. Softw. Technol.}, volume = {167}, pages = {107390}, year = {2024}, url = {https://doi.org/10.1016/j.infsof.2023.107390}, doi = {10.1016/J.INFSOF.2023.107390}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/infsof/ZhaoTK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/AzizFSV24, author = {Haris Aziz and Rupert Freeman and Nisarg Shah and Rohit Vaish}, title = {Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation}, journal = {Oper. Res.}, volume = {72}, number = {4}, pages = {1674--1688}, year = {2024}, url = {https://doi.org/10.1287/opre.2022.2432}, doi = {10.1287/OPRE.2022.2432}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ior/AzizFSV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iot/BalciS24, author = {Abdullah Balci and Radosveta Sokullu}, title = {Fairness aware deep reinforcement learning for grant-free NOMA-IoT networks}, journal = {Internet Things}, volume = {25}, pages = {101079}, year = {2024}, url = {https://doi.org/10.1016/j.iot.2024.101079}, doi = {10.1016/J.IOT.2024.101079}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/iot/BalciS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iot/BalciS24a, author = {Abdullah Balci and Radosveta Sokullu}, title = {Corrigendum to "Fairness aware deep reinforcement learning for grant-free NOMA-IoT networks" [Internet of Things, Volume 25, (2024),1-17]}, journal = {Internet Things}, volume = {26}, pages = {101108}, year = {2024}, url = {https://doi.org/10.1016/j.iot.2024.101108}, doi = {10.1016/J.IOT.2024.101108}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iot/BalciS24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/DouHWQSQ24, author = {Chenglong Dou and Ning Huang and Yuan Wu and Liping Qian and Zhiguo Shi and Tony Q. S. Quek}, title = {Integrated Sensing and Communication Enabled Multidevice Multitarget Cooperative Sensing: {A} Fairness-Aware Design}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {17}, pages = {29190--29201}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3406930}, doi = {10.1109/JIOT.2024.3406930}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/DouHWQSQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/FuSYZZ24, author = {Zhiyuan Fu and Liqin Shi and Yinghui Ye and Yuzhi Zhang and Gan Zheng}, title = {Computation {EE} Fairness for a UAV-Enabled Wireless Powered {MEC} Network With Hybrid Passive and Active Transmissions}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {11}, pages = {20152--20164}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3369069}, doi = {10.1109/JIOT.2024.3369069}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/FuSYZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/HeXCG24, author = {Yejun He and Kun Xiang and Xiaowen Cao and Mohsen Guizani}, title = {Task Scheduling and Trajectory Optimization Based on Fairness and Communication Security for Multi-UAV-MEC System}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {19}, pages = {30510--30523}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3412825}, doi = {10.1109/JIOT.2024.3412825}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/HeXCG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/MengHCKZ24, author = {Meng Meng and Bo Hu and Shanzhi Chen and Shaoli Kang and Hao Zhang}, title = {Max-Min Fairness Robust Beamforming for {LEO} Satellite Multibeam Communication Systems With Two {CSI} Uncertainty Model}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {6}, pages = {9368--9381}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2023.3325453}, doi = {10.1109/JIOT.2023.3325453}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/MengHCKZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/SongHLLJ24, author = {Shaoqian Song and Fengye Hu and Zhuang Ling and Zhuofei Li and Chi Jin}, title = {Max - Min Fairness of CR-RSMA-Based {UAV} Relay-Assisted Emergency Communication Network With Limited User Energy}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {13}, pages = {23998--24012}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3390212}, doi = {10.1109/JIOT.2024.3390212}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/SongHLLJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/WangSSY24, author = {Shumo Wang and Xiaoqin Song and Tiecheng Song and Yang Yang}, title = {Fairness-Aware Computation Offloading With Trajectory Optimization and Phase-Shift Design in RIS-Assisted Multi-UAV {MEC} Network}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {11}, pages = {20547--20561}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3371395}, doi = {10.1109/JIOT.2024.3371395}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/WangSSY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/WangZZLY24, author = {Jing Wang and Haixia Zhang and Xiaotian Zhou and Wenjie Liu and Dongfeng Yuan}, title = {Joint Resource Allocation and Trajectory Design for Energy-Efficient {UAV} Assisted Networks With User Fairness Guarantee}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {13}, pages = {23835--23849}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3386861}, doi = {10.1109/JIOT.2024.3386861}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/WangZZLY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/YinCSHLLY24, author = {Zhisheng Yin and Nan Cheng and Yunchao Song and Yilong Hui and Yunhan Li and Tom H. Luan and Shui Yu}, title = {UAV-Assisted Secure Uplink Communications in Satellite-Supported IoT: Secrecy Fairness Approach}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {4}, pages = {6904--6915}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2023.3313197}, doi = {10.1109/JIOT.2023.3313197}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/iotj/YinCSHLLY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/ZhouZLHYGZYX24, author = {Zan Zhou and Yirong Zhuang and Hongjing Li and Sizhe Huang and Shujie Yang and Peng Guo and Lujie Zhong and Zhenhui Yuan and Changqiao Xu}, title = {{MR-FFL:} {A} Stratified Community-Based Mutual Reliability Framework for Fairness-Aware Federated Learning in Heterogeneous {UAV} Networks}, journal = {{IEEE} Internet Things J.}, volume = {11}, number = {12}, pages = {20995--21009}, year = {2024}, url = {https://doi.org/10.1109/JIOT.2024.3357779}, doi = {10.1109/JIOT.2024.3357779}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/ZhouZLHYGZYX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/MaCLF24, author = {Wenjun Ma and Wen Chen and Liuxing Lu and Xiaomao Fan}, title = {Integrating learners' knowledge background to improve course recommendation fairness: {A} multi-graph recommendation method based on contrastive learning}, journal = {Inf. Process. Manag.}, volume = {61}, number = {4}, pages = {103750}, year = {2024}, url = {https://doi.org/10.1016/j.ipm.2024.103750}, doi = {10.1016/J.IPM.2024.103750}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipm/MaCLF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/Melucci24, author = {Massimo Melucci}, title = {A model of the relationship between the variations of effectiveness and fairness in information retrieval}, journal = {Discov. Comput.}, volume = {27}, number = {1}, pages = {3}, year = {2024}, url = {https://doi.org/10.1007/s10791-024-09434-9}, doi = {10.1007/S10791-024-09434-9}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ir/Melucci24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/ConsuegraAyalaGAP24, author = {Juan Pablo Consuegra{-}Ayala and Yoan Guti{\'{e}}rrez and Yudivi{\'{a}}n Almeida{-}Cruz and Manuel Palomar}, title = {Automatic annotation of protected attributes to support fairness optimization}, journal = {Inf. Sci.}, volume = {663}, pages = {120188}, year = {2024}, url = {https://doi.org/10.1016/j.ins.2024.120188}, doi = {10.1016/J.INS.2024.120188}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/ConsuegraAyalaGAP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/RenQLYD24, author = {Pengcheng Ren and Kaiyue Qi and Jialin Li and Tongjiang Yan and Qiang Dai}, title = {CosPer: An adaptive personalized approach for enhancing fairness and robustness of federated learning}, journal = {Inf. Sci.}, volume = {675}, pages = {120760}, year = {2024}, url = {https://doi.org/10.1016/j.ins.2024.120760}, doi = {10.1016/J.INS.2024.120760}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/RenQLYD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/WenGWMZZL24, author = {Xuezhi Wen and Meiqi Gao and Nan Wang and Jiahui Ma and Dalin Zhang and Xibin Zhao and Jiqiang Liu}, title = {Fairness based on anomaly score and adaptive weight in network attack detection}, journal = {Inf. Sci.}, volume = {678}, pages = {120972}, year = {2024}, url = {https://doi.org/10.1016/j.ins.2024.120972}, doi = {10.1016/J.INS.2024.120972}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/WenGWMZZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isj/OchmannMTML24, author = {Jessica Ochmann and Leonard Michels and Verena Tiefenbeck and Christian Maier and Sven Laumer}, title = {Perceived algorithmic fairness: An empirical study of transparency and anthropomorphism in algorithmic recruiting}, journal = {Inf. Syst. J.}, volume = {34}, number = {2}, pages = {384--414}, year = {2024}, url = {https://doi.org/10.1111/isj.12482}, doi = {10.1111/ISJ.12482}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isj/OchmannMTML24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isr/Rhue24, author = {Lauren Rhue}, title = {The Anchoring Effect, Algorithmic Fairness, and the Limits of Information Transparency for Emotion Artificial Intelligence}, journal = {Inf. Syst. Res.}, volume = {35}, number = {3}, pages = {1479--1496}, year = {2024}, url = {https://doi.org/10.1287/isre.2019.0493}, doi = {10.1287/ISRE.2019.0493}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isr/Rhue24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isr/ZhangX24, author = {Nan Zhang and Heng Xu}, title = {Fairness of Ratemaking for Catastrophe Insurance: Lessons from Machine Learning}, journal = {Inf. Syst. Res.}, volume = {35}, number = {2}, pages = {469--488}, year = {2024}, url = {https://doi.org/10.1287/isre.2022.1195}, doi = {10.1287/ISRE.2022.1195}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isr/ZhangX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaihc/LeeDDK24, author = {Seokjun Lee and Alexander N. Dudin and Olga S. Dudina and Che Soong Kim}, title = {Analysis of a priority queueing system with the enhanced fairness of servers scheduling}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {15}, number = {1}, pages = {465--477}, year = {2024}, url = {https://doi.org/10.1007/s12652-022-03903-z}, doi = {10.1007/S12652-022-03903-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jaihc/LeeDDK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/Eva24, author = {Benjamin Eva}, title = {Individual Fairness, Base Rate Tracking and the Lipschitz Condition}, journal = {J. Artif. Intell. Res.}, volume = {80}, pages = {859--873}, year = {2024}, url = {https://doi.org/10.1613/jair.1.15236}, doi = {10.1613/JAIR.1.15236}, timestamp = {Sun, 14 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jair/Eva24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/WeertsPFEBAVPBH24, author = {Hilde J. P. Weerts and Florian Pfisterer and Matthias Feurer and Katharina Eggensperger and Edward Bergman and Noor H. Awad and Joaquin Vanschoren and Mykola Pechenizkiy and Bernd Bischl and Frank Hutter}, title = {Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML}, journal = {J. Artif. Intell. Res.}, volume = {79}, pages = {639--677}, year = {2024}, url = {https://doi.org/10.1613/jair.1.14747}, doi = {10.1613/JAIR.1.14747}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jair/WeertsPFEBAVPBH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbcs/SilvaCM24, author = {Maria Silva and Iago C. Chaves and Javam C. Machado}, title = {{LAGOON:} Achieving bounded individual fairness through classification frequency equalization}, journal = {J. Braz. Comput. Soc.}, volume = {30}, number = {1}, pages = {238--251}, year = {2024}, url = {https://doi.org/10.5753/jbcs.2024.3468}, doi = {10.5753/JBCS.2024.3468}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbcs/SilvaCM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/GriffinWLF24, author = {Ashley C. Griffin and Karen H. Wang and Tiffany I. Leung and Julio C. Facelli}, title = {Recommendations to promote fairness and inclusion in biomedical {AI} research and clinical use}, journal = {J. Biomed. Informatics}, volume = {157}, pages = {104693}, year = {2024}, url = {https://doi.org/10.1016/j.jbi.2024.104693}, doi = {10.1016/J.JBI.2024.104693}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/GriffinWLF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/KidwaiKhanWSBFW24, author = {Farah Kidwai{-}Khan and Rixin Wang and Melissa Skanderson and Cynthia A. Brandt and Samah Jamal Fodeh and Julie A. Womack}, title = {A roadmap to artificial intelligence {(AI):} Methods for designing and building {AI} ready data to promote fairness}, journal = {J. Biomed. Informatics}, volume = {154}, pages = {104654}, year = {2024}, url = {https://doi.org/10.1016/j.jbi.2024.104654}, doi = {10.1016/J.JBI.2024.104654}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/KidwaiKhanWSBFW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/MeerwijkMMT24, author = {Esther L. Meerwijk and Duncan C. McElfresh and Susana B. Martins and Suzanne R. Tamang}, title = {Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited}, journal = {J. Biomed. Informatics}, volume = {156}, pages = {104664}, year = {2024}, url = {https://doi.org/10.1016/j.jbi.2024.104664}, doi = {10.1016/J.JBI.2024.104664}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/MeerwijkMMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/WangWZLLZH24, author = {Yifei Wang and Liqin Wang and Zhengyang Zhou and John Laurentiev and Joshua R. Lakin and Li Zhou and Pengyu Hong}, title = {Assessing fairness in machine learning models: {A} study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases}, journal = {J. Biomed. Informatics}, volume = {156}, pages = {104677}, year = {2024}, url = {https://doi.org/10.1016/j.jbi.2024.104677}, doi = {10.1016/J.JBI.2024.104677}, timestamp = {Sat, 10 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/WangWZLLZH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/YangLZPHL24, author = {Yifan Yang and Mingquan Lin and Han Zhao and Yifan Peng and Furong Huang and Zhiyong Lu}, title = {A survey of recent methods for addressing {AI} fairness and bias in biomedicine}, journal = {J. Biomed. Informatics}, volume = {154}, pages = {104646}, year = {2024}, url = {https://doi.org/10.1016/j.jbi.2024.104646}, doi = {10.1016/J.JBI.2024.104646}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/YangLZPHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/ZhangRWOEBH24, author = {Linying Zhang and Lauren R. Richter and Yixin Wang and Anna Ostropolets and No{\'{e}}mie Elhadad and David M. Blei and George Hripcsak}, title = {Causal fairness assessment of treatment allocation with electronic health records}, journal = {J. Biomed. Informatics}, volume = {155}, pages = {104656}, year = {2024}, url = {https://doi.org/10.1016/j.jbi.2024.104656}, doi = {10.1016/J.JBI.2024.104656}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/ZhangRWOEBH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcise/XieZSZ24, author = {Jiarui Xie and Chonghui Zhang and Lijun Sun and Yaoyao Fiona Zhao}, title = {Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning}, journal = {J. Comput. Inf. Sci. Eng.}, volume = {24}, number = {4}, year = {2024}, url = {https://doi.org/10.1115/1.4064408}, doi = {10.1115/1.4064408}, timestamp = {Tue, 09 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcise/XieZSZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jco/ZhouZD24, author = {Mingchao Zhou and Zhao Zhang and Ding{-}Zhu Du}, title = {Approximation algorithm for prize-collecting vertex cover with fairness constraints}, journal = {J. Comb. Optim.}, volume = {48}, number = {3}, pages = {20}, year = {2024}, url = {https://doi.org/10.1007/s10878-024-01215-w}, doi = {10.1007/S10878-024-01215-W}, timestamp = {Mon, 14 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jco/ZhouZD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/MaoSWPW24, author = {Yingchi Mao and Lijuan Shen and Jun Wu and Ping Ping and Jie Wu}, title = {Federated Dynamic Client Selection for Fairness Guarantee in Heterogeneous Edge Computing}, journal = {J. Comput. Sci. Technol.}, volume = {39}, number = {2}, pages = {139--158}, year = {2024}, url = {https://doi.org/10.1007/s11390-023-2972-9}, doi = {10.1007/S11390-023-2972-9}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcst/MaoSWPW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jet/Han24, author = {Xiang Han}, title = {On the efficiency and fairness of deferred acceptance with single tie-breaking}, journal = {J. Econ. Theory}, volume = {218}, pages = {105842}, year = {2024}, url = {https://doi.org/10.1016/j.jet.2024.105842}, doi = {10.1016/J.JET.2024.105842}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jet/Han24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jhir/WangZCGCG24, author = {Tongnian Wang and Kai Zhang and Jiannan Cai and Yanmin Gong and Kim{-}Kwang Raymond Choo and Yuanxiong Guo}, title = {Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare}, journal = {J. Heal. Informatics Res.}, volume = {8}, number = {2}, pages = {181--205}, year = {2024}, url = {https://doi.org/10.1007/s41666-024-00164-7}, doi = {10.1007/S41666-024-00164-7}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jhir/WangZCGCG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/KumariSECN24, author = {Gitanjali Kumari and Anubhav Sinha and Asif Ekbal and Arindam Chatterjee and Vinutha B. N.}, title = {Enhancing the fairness of offensive memes detection models by mitigating unintended political bias}, journal = {J. Intell. Inf. Syst.}, volume = {62}, number = {3}, pages = {735--763}, year = {2024}, url = {https://doi.org/10.1007/s10844-023-00834-9}, doi = {10.1007/S10844-023-00834-9}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/KumariSECN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jlap/MakhloufZP24, author = {Karima Makhlouf and Sami Zhioua and Catuscia Palamidessi}, title = {When causality meets fairness: {A} survey}, journal = {J. Log. Algebraic Methods Program.}, volume = {141}, pages = {101000}, year = {2024}, url = {https://doi.org/10.1016/j.jlamp.2024.101000}, doi = {10.1016/J.JLAMP.2024.101000}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jlap/MakhloufZP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/0001C24, author = {Shu Hu and George H. Chen}, title = {Fairness in Survival Analysis with Distributionally Robust Optimization}, journal = {J. Mach. Learn. Res.}, volume = {25}, pages = {246:1--246:85}, year = {2024}, url = {https://jmlr.org/papers/v25/23-0888.html}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/0001C24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BandiBKK24, author = {Hari Bandi and Dimitris Bertsimas and Thodoris Koukouvinos and Sofie Kupiec}, title = {Interpretable algorithmic fairness in structured and unstructured data}, journal = {J. Mach. Learn. Res.}, volume = {25}, pages = {215:1--215:42}, year = {2024}, url = {https://jmlr.org/papers/v25/23-0816.html}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BandiBKK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/CherianC24, author = {John J. Cherian and Emmanuel J. Cand{\`{e}}s}, title = {Statistical Inference for Fairness Auditing}, journal = {J. Mach. Learn. Res.}, volume = {25}, pages = {149:1--149:49}, year = {2024}, url = {https://jmlr.org/papers/v25/23-0739.html}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/CherianC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/DenisEHH24, author = {Christophe Denis and Romuald Elie and Mohamed Hebiri and Fran{\c{c}}ois Hu}, title = {Fairness guarantees in multi-class classification with demographic parity}, journal = {J. Mach. Learn. Res.}, volume = {25}, pages = {130:1--130:46}, year = {2024}, url = {https://jmlr.org/papers/v25/23-0322.html}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DenisEHH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jnca/HaoDZ24, author = {Hao Hao and Wei Ding and Wei Zhang}, title = {Time-continuous computing offloading algorithm with user fairness guarantee}, journal = {J. Netw. Comput. Appl.}, volume = {223}, pages = {103826}, year = {2024}, url = {https://doi.org/10.1016/j.jnca.2024.103826}, doi = {10.1016/J.JNCA.2024.103826}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jnca/HaoDZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jnca/KimKKL24, author = {Eunjin Kim and Junsu Kim and Jae{-}Hyun Kim and Howon Lee}, title = {HiMAQ: Hierarchical multi-agent Q-learning-based throughput and fairness improvement for UAV-Aided IoT networks}, journal = {J. Netw. Comput. Appl.}, volume = {223}, pages = {103813}, year = {2024}, url = {https://doi.org/10.1016/j.jnca.2023.103813}, doi = {10.1016/J.JNCA.2023.103813}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jnca/KimKKL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/LiWF24, author = {Biwei Li and Xianbin Wang and Fang Fang}, title = {Maximizing the Value of Service Provisioning in Multi-User {ISAC} Systems Through Fairness Guaranteed Collaborative Resource Allocation}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {42}, number = {9}, pages = {2243--2258}, year = {2024}, url = {https://doi.org/10.1109/JSAC.2024.3413973}, doi = {10.1109/JSAC.2024.3413973}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/LiWF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsait/PuranikGMP24, author = {Bhagyashree Puranik and Ozgur Guldogan and Upamanyu Madhow and Ramtin Pedarsani}, title = {Long-Term Fairness in Sequential Multi-Agent Selection With Positive Reinforcement}, journal = {{IEEE} J. Sel. Areas Inf. Theory}, volume = {5}, pages = {424--441}, year = {2024}, url = {https://doi.org/10.1109/JSAIT.2024.3416078}, doi = {10.1109/JSAIT.2024.3416078}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsait/PuranikGMP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jss/RajanSTC24, author = {Sai Sathiesh Rajan and Ezekiel O. Soremekun and Yves Le Traon and Sudipta Chattopadhyay}, title = {Distribution-aware fairness test generation}, journal = {J. Syst. Softw.}, volume = {215}, pages = {112090}, year = {2024}, url = {https://doi.org/10.1016/j.jss.2024.112090}, doi = {10.1016/J.JSS.2024.112090}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jss/RajanSTC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/MollanejadNG24, author = {Amir Mollanejad and Ahmad Habibizad Navin and Shamsollah Ghanbari}, title = {Fairness-aware loss history based federated learning heuristic algorithm}, journal = {Knowl. Based Syst.}, volume = {288}, pages = {111467}, year = {2024}, url = {https://doi.org/10.1016/j.knosys.2024.111467}, doi = {10.1016/J.KNOSYS.2024.111467}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kbs/MollanejadNG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/ChiuCWSH24, author = {Ching{-}Hao Chiu and Yu{-}Jen Chen and Yawen Wu and Yiyu Shi and Tsung{-}Yi Ho}, title = {Achieve fairness without demographics for dermatological disease diagnosis}, journal = {Medical Image Anal.}, volume = {95}, pages = {103188}, year = {2024}, url = {https://doi.org/10.1016/j.media.2024.103188}, doi = {10.1016/J.MEDIA.2024.103188}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/ChiuCWSH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mima/KoreckiKMC24, author = {Marcin Korecki and Guillaume K{\"{o}}stner and Emanuele Martinelli and Cesare Carissimo}, title = {The Man Behind the Curtain: Appropriating Fairness in {AI}}, journal = {Minds Mach.}, volume = {34}, number = {1}, pages = {7}, year = {2024}, url = {https://doi.org/10.1007/s11023-024-09669-x}, doi = {10.1007/S11023-024-09669-X}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mima/KoreckiKMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mima/KozcuerMB24, author = {Cem Kozcuer and Anne Mollen and Felix Bie{\ss}mann}, title = {Towards Transnational Fairness in Machine Learning: {A} Case Study in Disaster Response Systems}, journal = {Minds Mach.}, volume = {34}, number = {2}, pages = {11}, year = {2024}, url = {https://doi.org/10.1007/s11023-024-09663-3}, doi = {10.1007/S11023-024-09663-3}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mima/KozcuerMB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mima/PurificatoBL24, author = {Erasmo Purificato and Ludovico Boratto and Ernesto William De Luca}, title = {Toward a Responsible Fairness Analysis: From Binary to Multiclass and Multigroup Assessment in Graph Neural Network-Based User Modeling Tasks}, journal = {Minds Mach.}, volume = {34}, number = {3}, pages = {33}, year = {2024}, url = {https://doi.org/10.1007/s11023-024-09685-x}, doi = {10.1007/S11023-024-09685-X}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mima/PurificatoBL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mima/SzafranB24, author = {Daria Szafran and Ruben L. Bach}, title = {"The Human Must Remain the Central Focus": Subjective Fairness Perceptions in Automated Decision-Making}, journal = {Minds Mach.}, volume = {34}, number = {3}, pages = {24}, year = {2024}, url = {https://doi.org/10.1007/s11023-024-09684-y}, doi = {10.1007/S11023-024-09684-Y}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mima/SzafranB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BenesseGLB24, author = {Cl{\'{e}}ment Benesse and Fabrice Gamboa and Jean{-}Michel Loubes and Thibaut Boissin}, title = {Fairness seen as global sensitivity analysis}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3205--3232}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06202-y}, doi = {10.1007/S10994-022-06202-Y}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BenesseGLB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GoethalsMC24, author = {Sofie Goethals and David Martens and Toon Calders}, title = {PreCoF: counterfactual explanations for fairness}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3111--3142}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06319-8}, doi = {10.1007/S10994-023-06319-8}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GoethalsMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/JuiR24, author = {Tonni Das Jui and Pablo Rivas}, title = {Fairness issues, current approaches, and challenges in machine learning models}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {15}, number = {8}, pages = {3095--3125}, year = {2024}, url = {https://doi.org/10.1007/s13042-023-02083-2}, doi = {10.1007/S13042-023-02083-2}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlc/JuiR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/LiuSDWLZYW24, author = {Shenghao Liu and Jiayang Sun and Xianjun Deng and Heng Wang and Wei Liu and Chenlu Zhu and Laurence T. Yang and Celimuge Wu}, title = {Towards platform profit-aware fairness in personalized recommendation}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {15}, number = {10}, pages = {4341--4356}, year = {2024}, url = {https://doi.org/10.1007/s13042-024-02149-9}, doi = {10.1007/S13042-024-02149-9}, timestamp = {Wed, 02 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlc/LiuSDWLZYW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/LagardeT24, author = {Antoine Lagarde and Tristan Tomala}, title = {Optimality and fairness of partisan gerrymandering}, journal = {Math. Program.}, volume = {203}, number = {1}, pages = {9--45}, year = {2024}, url = {https://doi.org/10.1007/s10107-021-01731-1}, doi = {10.1007/S10107-021-01731-1}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/LagardeT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/LodiOPS24, author = {Andrea Lodi and Philippe Olivier and Gilles Pesant and Sriram Sankaranarayanan}, title = {Fairness over time in dynamic resource allocation with an application in healthcare}, journal = {Math. Program.}, volume = {203}, number = {1}, pages = {285--318}, year = {2024}, url = {https://doi.org/10.1007/s10107-022-01904-6}, doi = {10.1007/S10107-022-01904-6}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/LodiOPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/msom/CaiLYZ24, author = {Xiaoqiang Cai and Daniel Zhuoyu Long and Gen Yu and Lianmin Zhang}, title = {Multiportfolio Optimization: {A} Fairness-Aware Target-Oriented Model}, journal = {Manuf. Serv. Oper. Manag.}, volume = {26}, number = {3}, pages = {952--971}, year = {2024}, url = {https://doi.org/10.1287/msom.2021.0363}, doi = {10.1287/MSOM.2021.0363}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/msom/CaiLYZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/msom/WangNH24, author = {Yijie Wang and Viet Anh Nguyen and Grani A. Hanasusanto}, title = {Wasserstein Robust Classification with Fairness Constraints}, journal = {Manuf. Serv. Oper. Manag.}, volume = {26}, number = {4}, pages = {1567--1585}, year = {2024}, url = {https://doi.org/10.1287/msom.2022.0230}, doi = {10.1287/MSOM.2022.0230}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/msom/WangNH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/msom/YangFGC24, author = {Zongsen Yang and Xingyu Fu and Pin Gao and Ying{-}Ju Chen}, title = {Fairness Regulation of Prices in Competitive Markets}, journal = {Manuf. Serv. Oper. Manag.}, volume = {26}, number = {5}, pages = {1897--1917}, year = {2024}, url = {https://doi.org/10.1287/msom.2022.0552}, doi = {10.1287/MSOM.2022.0552}, timestamp = {Wed, 16 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/msom/YangFGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/networks/NguyenBNV24, author = {Minh Hieu Nguyen and Mourad Ba{\"{\i}}ou and Viet Hung Nguyen and Thi Quynh Trang Vo}, title = {Generalized nash fairness solutions for bi-objective minimization problems}, journal = {Networks}, volume = {83}, number = {1}, pages = {83--99}, year = {2024}, url = {https://doi.org/10.1002/net.22182}, doi = {10.1002/NET.22182}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/networks/NguyenBNV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/LiuMJLW24, author = {Yingjie Liu and Yujia Meng and Shuyu Jia and Jingyue Liu and He Wang}, title = {The promoting effect of the absence of second-party's punishment power on third-party punishment in maintaining social fairness norms: An {EEG} hyper-scanning study}, journal = {NeuroImage}, volume = {299}, pages = {120848}, year = {2024}, url = {https://doi.org/10.1016/j.neuroimage.2024.120848}, doi = {10.1016/J.NEUROIMAGE.2024.120848}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/LiuMJLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ojcs/AbdeljabarEA24, author = {Salah Abdeljabar and Mahmoud Wafik Eltokhey and Mohamed{-}Slim Alouini}, title = {Sum Rate and Fairness Optimization in RIS-Assisted {VLC} Systems}, journal = {{IEEE} Open J. Commun. Soc.}, volume = {5}, pages = {2555--2566}, year = {2024}, url = {https://doi.org/10.1109/OJCOMS.2024.3389093}, doi = {10.1109/OJCOMS.2024.3389093}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ojcs/AbdeljabarEA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/or/XiaoKKVP24, author = {Siwei Xiao and Marios Dominikos Kremantzis and Leonidas{-}Sotirios Kyrgiakos and George Vlontzos and Panos M. Pardalos}, title = {Embracing fairness within a cross-efficiency hierarchical network {DEA} system}, journal = {Oper. Res.}, volume = {24}, number = {1}, pages = {4}, year = {2024}, url = {https://doi.org/10.1007/s12351-023-00811-8}, doi = {10.1007/S12351-023-00811-8}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/or/XiaoKKVP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/orl/LiuS24, author = {Sheng Liu and Nooshin Salari}, title = {Fairness in accessibility of public service facilities}, journal = {Oper. Res. Lett.}, volume = {55}, pages = {107141}, year = {2024}, url = {https://doi.org/10.1016/j.orl.2024.107141}, doi = {10.1016/J.ORL.2024.107141}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/orl/LiuS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmhci/AlipourEJMMNT24, author = {Sharareh Alipour and Sina Elahimanesh and Soroush Jahanzad and Iman Mohammadi and Parimehr Morassafar and Seyed Parsa Neshaei and Mojtaba Tefagh}, title = {Improving Grading Fairness and Transparency with Decentralized Collaborative Peer Assessment}, journal = {Proc. {ACM} Hum. Comput. Interact.}, volume = {8}, number = {{CSCW1}}, pages = {1--24}, year = {2024}, url = {https://doi.org/10.1145/3637350}, doi = {10.1145/3637350}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmhci/AlipourEJMMNT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmhci/MadaioCWV24, author = {Michael A. Madaio and Jingya Chen and Hanna M. Wallach and Jennifer Wortman Vaughan}, title = {Tinker, Tailor, Configure, Customize: The Articulation Work of Contextualizing an {AI} Fairness Checklist}, journal = {Proc. {ACM} Hum. Comput. Interact.}, volume = {8}, number = {{CSCW1}}, pages = {1--20}, year = {2024}, url = {https://doi.org/10.1145/3653705}, doi = {10.1145/3653705}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmhci/MadaioCWV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmhci/SarkarL24, author = {Priya Sarkar and Cynthia C. S. Liem}, title = {"It's the most fair thing to do but it doesn't make any sense": Perceptions of Mathematical Fairness Notions by Hiring Professionals}, journal = {Proc. {ACM} Hum. Comput. Interact.}, volume = {8}, number = {{CSCW1}}, pages = {1--35}, year = {2024}, url = {https://doi.org/10.1145/3637360}, doi = {10.1145/3637360}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmhci/SarkarL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmse/XiaoZ00LX24, author = {Ying Xiao and Jie M. Zhang and Yepang Liu and Mohammad Reza Mousavi and Sicen Liu and Dingyuan Xue}, title = {MirrorFair: Fixing Fairness Bugs in Machine Learning Software via Counterfactual Predictions}, journal = {Proc. {ACM} Softw. Eng.}, volume = {1}, number = {{FSE}}, pages = {2121--2143}, year = {2024}, url = {https://doi.org/10.1145/3660801}, doi = {10.1145/3660801}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmse/XiaoZ00LX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/patterns/LiuNKSCOVL24, author = {Mingxuan Liu and Yilin Ning and Yuhe Ke and Yuqing Shang and Bibhas Chakraborty and Marcus Eng Hock Ong and Roger Vaughan and Nan Liu}, title = {{FAIM:} Fairness-aware interpretable modeling for trustworthy machine learning in healthcare}, journal = {Patterns}, volume = {5}, number = {10}, pages = {101059}, year = {2024}, url = {https://doi.org/10.1016/j.patter.2024.101059}, doi = {10.1016/J.PATTER.2024.101059}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/patterns/LiuNKSCOVL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/phycomm/ChenHFC24, author = {Yueyun Chen and Conghui Hao and Jiasi Feng and Guang Chen}, title = {Optimization of multi-user fairness in RIS-enhanced {UAV} secure transmission systems}, journal = {Phys. Commun.}, volume = {66}, pages = {102431}, year = {2024}, url = {https://doi.org/10.1016/j.phycom.2024.102431}, doi = {10.1016/J.PHYCOM.2024.102431}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/phycomm/ChenHFC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/phycomm/YangZLY24, author = {Qiong Yang and Wei Zhang and Ying Li and Yinghui Ye}, title = {Throughput fairness in backscatter-assisted cognitive radio networks with short packets}, journal = {Phys. Commun.}, volume = {66}, pages = {102433}, year = {2024}, url = {https://doi.org/10.1016/j.phycom.2024.102433}, doi = {10.1016/J.PHYCOM.2024.102433}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/phycomm/YangZLY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/LondonoHHKVV24, author = {Laura Londo{\~{n}}o and Juana Valeria Hurtado and Nora Hertz and Philipp Kellmeyer and Silja Voeneky and Abhinav Valada}, title = {Fairness and Bias in Robot Learning}, journal = {Proc. {IEEE}}, volume = {112}, number = {4}, pages = {305--330}, year = {2024}, url = {https://doi.org/10.1109/JPROC.2024.3403898}, doi = {10.1109/JPROC.2024.3403898}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/LondonoHHKVV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pomacs/ZhangMC24, author = {Yiguang Zhang and Reetahan Mukhopadhyay and Augustin Chaintreau}, title = {Network Fairness Ambivalence: When does social network capital mitigate or amplify unfairness?}, journal = {Proc. {ACM} Meas. Anal. Comput. Syst.}, volume = {8}, number = {2}, pages = {25:1--25:28}, year = {2024}, url = {https://doi.org/10.1145/3656017}, doi = {10.1145/3656017}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pomacs/ZhangMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/popets/VeldhuizenSVK24, author = {Bart Veldhuizen and Gabriele Spini and Thijs Veugen and Lisa Kohl}, title = {Extending the Security of {SPDZ} with Fairness}, journal = {Proc. Priv. Enhancing Technol.}, volume = {2024}, number = {2}, pages = {330--350}, year = {2024}, url = {https://doi.org/10.56553/popets-2024-0053}, doi = {10.56553/POPETS-2024-0053}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/popets/VeldhuizenSVK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/FangYKSD24, author = {Meiling Fang and Wufei Yang and Arjan Kuijper and Vitomir Struc and Naser Damer}, title = {Fairness in face presentation attack detection}, journal = {Pattern Recognit.}, volume = {147}, pages = {110002}, year = {2024}, url = {https://doi.org/10.1016/j.patcog.2023.110002}, doi = {10.1016/J.PATCOG.2023.110002}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/FangYKSD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/publications/PoljakP24, author = {Ljiljana Poljak and Kristina Posavec}, title = {FAIRness of Research Data in the European Humanities Landscape}, journal = {Publ.}, volume = {12}, number = {1}, pages = {6}, year = {2024}, url = {https://doi.org/10.3390/publications12010006}, doi = {10.3390/PUBLICATIONS12010006}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/publications/PoljakP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/ErfanianJA24, author = {Mahdi Erfanian and H. V. Jagadish and Abolfazl Asudeh}, title = {Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities}, journal = {Proc. {VLDB} Endow.}, volume = {17}, number = {11}, pages = {3470--3483}, year = {2024}, url = {https://www.vldb.org/pvldb/vol17/p3470-erfanian.pdf}, timestamp = {Thu, 19 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/ErfanianJA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/NagdaSAL24, author = {Heena Nagda and Shubhendra Pal Singhal and Mohammad Javad Amiri and Boon Thau Loo}, title = {Rashnu: Data-Dependent Order-Fairness}, journal = {Proc. {VLDB} Endow.}, volume = {17}, number = {9}, pages = {2335--2348}, year = {2024}, url = {https://www.vldb.org/pvldb/vol17/p2335-amiri.pdf}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/NagdaSAL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/RoyST24, author = {Senjuti Basu Roy and Baruch Schieber and Nimrod Talmon}, title = {Fairness in Preference Queries: Social Choice Theories Meet Data Management}, journal = {Proc. {VLDB} Endow.}, volume = {17}, number = {12}, pages = {4225--4228}, year = {2024}, url = {https://www.vldb.org/pvldb/vol17/p4225-roy.pdf}, timestamp = {Thu, 19 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/RoyST24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/rairo/DuJTW24, author = {Xianjin Du and Shan Jiang and Shaokun Tao and Shulei Wang}, title = {Cooperative advertising and coordination in a supply chain: the role of Nash bargaining fairness concerns}, journal = {{RAIRO} Oper. Res.}, volume = {58}, number = {1}, pages = {1--18}, year = {2024}, url = {https://doi.org/10.1051/ro/2023179}, doi = {10.1051/RO/2023179}, timestamp = {Wed, 31 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/rairo/DuJTW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ress/AbushaegaGM24, author = {Mastoor M. Abushaega and Andr{\'{e}}s D. Gonz{\'{a}}lez and Osamah Y. Moshebah}, title = {A fairness-based multi-objective distribution and restoration model for enhanced resilience of supply chain transportation networks}, journal = {Reliab. Eng. Syst. Saf.}, volume = {251}, pages = {110314}, year = {2024}, url = {https://doi.org/10.1016/j.ress.2024.110314}, doi = {10.1016/J.RESS.2024.110314}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ress/AbushaegaGM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/KwonP24, author = {Lam Kwon and Eun{-}Chan Park}, title = {Contention-Less Multi-Link Synchronous Transmission for Throughput Enhancement and Heterogeneous Fairness in Wi-Fi 7}, journal = {Sensors}, volume = {24}, number = {11}, pages = {3642}, year = {2024}, url = {https://doi.org/10.3390/s24113642}, doi = {10.3390/S24113642}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/KwonP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/ZhuSZCZB24, author = {Chun Zhu and Ying Shi and Haitao Zhao and Keqi Chen and Tianyu Zhang and Chongyu Bao}, title = {A Fairness-Enhanced Federated Learning Scheduling Mechanism for UAV-Assisted Emergency Communication}, journal = {Sensors}, volume = {24}, number = {5}, pages = {1599}, year = {2024}, url = {https://doi.org/10.3390/s24051599}, doi = {10.3390/S24051599}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/ZhuSZCZB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/ChuWZ24, author = {Zhibo Chu and Zichong Wang and Wenbin Zhang}, title = {Fairness in Large Language Models: {A} Taxonomic Survey}, journal = {{SIGKDD} Explor.}, volume = {26}, number = {1}, pages = {34--48}, year = {2024}, url = {https://doi.org/10.1145/3682112.3682117}, doi = {10.1145/3682112.3682117}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigkdd/ChuWZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sj/YuanBLW24, author = {Lina Yuan and Suzhi Bi and Xiaohui Lin and Hui Wang}, title = {Throughput Fairness Optimization for Cluster-Based Collaboration}, journal = {{IEEE} Syst. J.}, volume = {18}, number = {1}, pages = {551--559}, year = {2024}, url = {https://doi.org/10.1109/JSYST.2024.3351714}, doi = {10.1109/JSYST.2024.3351714}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sj/YuanBLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sosym/CimattiGGMT24, author = {Alessandro Cimatti and Luca Geatti and Nicola Gigante and Angelo Montanari and Stefano Tonetta}, title = {Fairness, assumptions, and guarantees for extended bounded response {LTL+P} synthesis}, journal = {Softw. Syst. Model.}, volume = {23}, number = {2}, pages = {427--453}, year = {2024}, url = {https://doi.org/10.1007/s10270-023-01122-4}, doi = {10.1007/S10270-023-01122-4}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sosym/CimattiGGMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taffco/ZhangKOHGV24, author = {Tianyi Zhang and Antonis Koutsoumpis and Janneke K. Oostrom and Djurre Holtrop and Sina Ghassemi and Reinout E. de Vries}, title = {Can Large Language Models Assess Personality From Asynchronous Video Interviews? {A} Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns}, journal = {{IEEE} Trans. Affect. Comput.}, volume = {15}, number = {3}, pages = {1769--1785}, year = {2024}, url = {https://doi.org/10.1109/TAFFC.2024.3374875}, doi = {10.1109/TAFFC.2024.3374875}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taffco/ZhangKOHGV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/Liang24, author = {Yuan Liang}, title = {{FAER:} Fairness-Aware Event-Participant Recommendation in Event-Based Social Networks}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {5}, pages = {655--668}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2024.3372409}, doi = {10.1109/TBDATA.2024.3372409}, timestamp = {Wed, 09 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/Liang24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcad/LiuTSLL24, author = {Renping Liu and Zhenhua Tan and Yan Shen and Linbo Long and Duo Liu}, title = {Fair-ZNS: Enhancing Fairness in {ZNS} SSDs Through Self-Balancing {I/O} Scheduling}, journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.}, volume = {43}, number = {7}, pages = {2012--2022}, year = {2024}, url = {https://doi.org/10.1109/TCAD.2022.3232997}, doi = {10.1109/TCAD.2022.3232997}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcad/LiuTSLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcasII/AwasthiS24, author = {Sateesh Kumar Awasthi and Yatindra Nath Singh}, title = {Analysis of the Convergence of Biased Contribution Index: {A} Fairness Index}, journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs}, volume = {71}, number = {3}, pages = {1541--1545}, year = {2024}, url = {https://doi.org/10.1109/TCSII.2023.3326182}, doi = {10.1109/TCSII.2023.3326182}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcasII/AwasthiS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/LiuYLY24, author = {Jun Liu and Gang Yang and Ying{-}Chang Liang and Chau Yuen}, title = {Max-Min Fairness in RIS-Assisted Anti-Jamming Communications: Optimization Versus Deep Reinforcement Learning Approaches}, journal = {{IEEE} Trans. Commun.}, volume = {72}, number = {7}, pages = {4476--4492}, year = {2024}, url = {https://doi.org/10.1109/TCOMM.2024.3371359}, doi = {10.1109/TCOMM.2024.3371359}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/LiuYLY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/ZhuTDFPH24, author = {Wenbo Zhu and Hoang Duong Tuan and Eryk Dutkiewicz and Yong Fang and H. Vincent Poor and Lajos Hanzo}, title = {Long-Term Rate-Fairness-Aware Beamforming Based Massive {MIMO} Systems}, journal = {{IEEE} Trans. Commun.}, volume = {72}, number = {4}, pages = {2386--2398}, year = {2024}, url = {https://doi.org/10.1109/TCOMM.2023.3342232}, doi = {10.1109/TCOMM.2023.3342232}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/ZhuTDFPH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcs/WuFW24, author = {Di Wu and Qilong Feng and Jianxin Wang}, title = {Approximation algorithms for fair \emph{k}-median problem without fairness violation}, journal = {Theor. Comput. Sci.}, volume = {985}, pages = {114332}, year = {2024}, url = {https://doi.org/10.1016/j.tcs.2023.114332}, doi = {10.1016/J.TCS.2023.114332}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcs/WuFW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/IgnatiusB24, author = {Hargyo Tri Nugroho Ignatius and Rami Bahsoon}, title = {Equity, Equality, and Need: Digital Twin Approach for Fairness-Aware Task Assignment of Heterogeneous Crowdsourced Logistics}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {11}, number = {3}, pages = {3420--3431}, year = {2024}, url = {https://doi.org/10.1109/TCSS.2023.3321940}, doi = {10.1109/TCSS.2023.3321940}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcss/IgnatiusB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/WangWFRYX24, author = {Xi Wang and Wenjie Wang and Fuli Feng and Wenge Rong and Chuantao Yin and Zhang Xiong}, title = {Causal Intervention for Fairness in Multibehavior Recommendation}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {11}, number = {5}, pages = {6320--6332}, year = {2024}, url = {https://doi.org/10.1109/TCSS.2024.3379903}, doi = {10.1109/TCSS.2024.3379903}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcss/WangWFRYX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/ZhangLCX24, author = {Yanling Zhang and Yin Li and Xiaojie Chen and Guangming Xie}, title = {Emergence of Fairness Behavior Driven by Reputation-Based Voluntary Participation in Evolutionary Dictator Games}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {11}, number = {3}, pages = {3483--3492}, year = {2024}, url = {https://doi.org/10.1109/TCSS.2023.3335396}, doi = {10.1109/TCSS.2023.3335396}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcss/ZhangLCX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/ZhangZL24, author = {Peiguang Zhang and Haibin Zhu and Dongning Liu}, title = {Equality or Equity? {E-CARGO} Perspectives on the Fairness of Education}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {11}, number = {2}, pages = {1926--1936}, year = {2024}, url = {https://doi.org/10.1109/TCSS.2023.3276917}, doi = {10.1109/TCSS.2023.3276917}, timestamp = {Thu, 25 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcss/ZhangZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/ZhangZWFS24, author = {Congcong Zhang and Jingya Zhou and Jin Wang and Jianxi Fan and Yingdan Shi}, title = {Fairness-Aware Competitive Bidding Influence Maximization in Social Networks}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {11}, number = {2}, pages = {2147--2159}, year = {2024}, url = {https://doi.org/10.1109/TCSS.2023.3285605}, doi = {10.1109/TCSS.2023.3285605}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcss/ZhangZWFS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/CaoWFDZQR24, author = {Guodong Cao and Zhibo Wang and Yunhe Feng and Xiaowei Dong and Zhifei Zhang and Zhan Qin and Kui Ren}, title = {Task-Free Fairness-Aware Bias Mitigation for Black-Box Deployed Models}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {21}, number = {4}, pages = {3390--3405}, year = {2024}, url = {https://doi.org/10.1109/TDSC.2023.3328663}, doi = {10.1109/TDSC.2023.3328663}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/CaoWFDZQR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/ChenliTLJ24, author = {Changhao Chenli and Wenyi Tang and Hyeonbum Lee and Taeho Jung}, title = {Fair{\textdollar}\{2\}{\textdollar}2Trade: Digital Trading Platform Ensuring Exchange and Distribution Fairness}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {21}, number = {5}, pages = {4827--4842}, year = {2024}, url = {https://doi.org/10.1109/TDSC.2024.3362196}, doi = {10.1109/TDSC.2024.3362196}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/ChenliTLJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/JiangYCSWM24, author = {Tao Jiang and Xu Yuan and Qiong Cheng and Yulong Shen and Liangmin Wang and Jianfeng Ma}, title = {FairECom: Towards Proof of E-Commerce Fairness Against Price Discrimination}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {21}, number = {4}, pages = {3528--3544}, year = {2024}, url = {https://doi.org/10.1109/TDSC.2023.3334197}, doi = {10.1109/TDSC.2023.3334197}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/JiangYCSWM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/XuHDZXNYL24, author = {Guowen Xu and Xingshuo Han and Gelei Deng and Tianwei Zhang and Shengmin Xu and Jianting Ning and Anjia Yang and Hongwei Li}, title = {VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {21}, number = {4}, pages = {1785--1800}, year = {2024}, url = {https://doi.org/10.1109/TDSC.2023.3290562}, doi = {10.1109/TDSC.2023.3290562}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/XuHDZXNYL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/teco/ChakrabortySS24, author = {Mithun Chakraborty and Erel Segal{-}Halevi and Warut Suksompong}, title = {Weighted Fairness Notions for Indivisible Items Revisited}, journal = {{ACM} Trans. Economics and Comput.}, volume = {12}, number = {3}, pages = {9:1--9:45}, year = {2024}, url = {https://doi.org/10.1145/3665799}, doi = {10.1145/3665799}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/teco/ChakrabortySS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/teco/EbadianKPS24, author = {Soroush Ebadian and Anson Kahng and Dominik Peters and Nisarg Shah}, title = {Optimized Distortion and Proportional Fairness in Voting}, journal = {{ACM} Trans. Economics and Comput.}, volume = {12}, number = {1}, pages = {3:1--3:39}, year = {2024}, url = {https://doi.org/10.1145/3640760}, doi = {10.1145/3640760}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/teco/EbadianKPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/telsys/Kim24, author = {Se{-}Jin Kim}, title = {Fairness based dynamic channel assignment for in-building ultra dense networks}, journal = {Telecommun. Syst.}, volume = {85}, number = {1}, pages = {29--40}, year = {2024}, url = {https://doi.org/10.1007/s11235-023-01070-w}, doi = {10.1007/S11235-023-01070-W}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/telsys/Kim24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/CuiJZ24, author = {Yu Cui and Hao Jiao and Guozhen Zhao}, title = {A Heuristic for All? {A} Multiple Needs Approach to Fairness Heuristic Formation in Digital Transformation in Chinese Work Organizations}, journal = {{IEEE} Trans. Engineering Management}, volume = {71}, pages = {13684--13696}, year = {2024}, url = {https://doi.org/10.1109/TEM.2020.3045415}, doi = {10.1109/TEM.2020.3045415}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/CuiJZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/LiangWX24, author = {Decui Liang and Yiqi Wu and Zeshui Xu}, title = {A New Coordination Service Design Method for Government Website Considering the Kansei Needs and the Fairness of User Groups}, journal = {{IEEE} Trans. Engineering Management}, volume = {71}, pages = {1912--1926}, year = {2024}, url = {https://doi.org/10.1109/TEM.2022.3165976}, doi = {10.1109/TEM.2022.3165976}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tem/LiangWX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/ZhouLRY24, author = {Chi Zhou and Xinyu Li and Yufei Ren and Jing Yu}, title = {How Do Fairness Concern and Power Structure Affect Competition Between E-Platforms and Third-Party Sellers?}, journal = {{IEEE} Trans. Engineering Management}, volume = {71}, pages = {7479--7495}, year = {2024}, url = {https://doi.org/10.1109/TEM.2023.3262318}, doi = {10.1109/TEM.2023.3262318}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/ZhouLRY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/GronowskiPAGB24, author = {Adam Gronowski and William Paul and Fady Alajaji and Bahman Gharesifard and Philippe Burlina}, title = {Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and R{\'{e}}nyi Measures}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {19}, pages = {1630--1645}, year = {2024}, url = {https://doi.org/10.1109/TIFS.2023.3340094}, doi = {10.1109/TIFS.2023.3340094}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tifs/GronowskiPAGB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/LazriBTDPDW24, author = {Zachary McBride Lazri and Ivan Brugere and Xin Tian and Dana Dachman{-}Soled and Antigoni Polychroniadou and Danial Dervovic and Min Wu}, title = {A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {19}, pages = {7449--7464}, year = {2024}, url = {https://doi.org/10.1109/TIFS.2024.3416040}, doi = {10.1109/TIFS.2024.3416040}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tifs/LazriBTDPDW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/LiZSLCTLY24, author = {Shiyu Li and Yuan Zhang and Yaqing Song and Hongbo Liu and Nan Cheng and Dahai Tao and Hongwei Li and Kan Yang}, title = {Beyond Security: Achieving Fairness in Mailmen-Assisted Timed Data Delivery}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {19}, pages = {6425--6440}, year = {2024}, url = {https://doi.org/10.1109/TIFS.2024.3416049}, doi = {10.1109/TIFS.2024.3416049}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tifs/LiZSLCTLY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/LuoJWWXO24, author = {Xinjian Luo and Yangfan Jiang and Fei Wei and Yuncheng Wu and Xiaokui Xiao and Beng Chin Ooi}, title = {Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {19}, pages = {8109--8124}, year = {2024}, url = {https://doi.org/10.1109/TIFS.2024.3453555}, doi = {10.1109/TIFS.2024.3453555}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tifs/LuoJWWXO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/MaoYYZ24, author = {Yunlong Mao and Zhujing Ye and Xinyu Yuan and Sheng Zhong}, title = {Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {19}, pages = {6321--6336}, year = {2024}, url = {https://doi.org/10.1109/TIFS.2024.3416042}, doi = {10.1109/TIFS.2024.3416042}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tifs/MaoYYZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhangCHL24, author = {Fan Zhang and Chong Chen and Xian{-}Sheng Hua and Xiao Luo}, title = {{FATE:} Learning Effective Binary Descriptors With Group Fairness}, journal = {{IEEE} Trans. Image Process.}, volume = {33}, pages = {3648--3661}, year = {2024}, url = {https://doi.org/10.1109/TIP.2024.3406134}, doi = {10.1109/TIP.2024.3406134}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhangCHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/LewisVNT24, author = {Cody Lewis and Vijay Varadharajan and Nasimul Noman and Udaya Kiran Tupakula}, title = {Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {15}, number = {3}, pages = {56:1--56:30}, year = {2024}, url = {https://doi.org/10.1145/3652613}, doi = {10.1145/3652613}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/LewisVNT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/PessachTS24, author = {Dana Pessach and Tamir Tassa and Erez Shmueli}, title = {Fairness-Driven Private Collaborative Machine Learning}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {15}, number = {2}, pages = {27:1--27:30}, year = {2024}, url = {https://doi.org/10.1145/3639368}, doi = {10.1145/3639368}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/PessachTS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/YangXCLWDD24, author = {Zheng Yang and Lu Xia and Jingjing Cui and Xingwang Li and Yi Wu and Zhicheng Dong and Zhiguo Ding}, title = {User Fairness Optimization of IRS-Assisted Cooperative {MISO-NOMA} for {ITS} With {SWIPT}}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {25}, number = {7}, pages = {6861--6872}, year = {2024}, url = {https://doi.org/10.1109/TITS.2023.3343368}, doi = {10.1109/TITS.2023.3343368}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tits/YangXCLWDD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/BrzezinskiSSSSAIY24, author = {Dariusz Brzezinski and Julia Stachowiak and Jerzy Stefanowski and Izabela Szczech and Robert Susmaga and Sofya Aksenyuk and Uladzimir Ivashka and Oleksandr Yasinskyi}, title = {Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {18}, number = {7}, pages = {170}, year = {2024}, url = {https://doi.org/10.1145/3654659}, doi = {10.1145/3654659}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/BrzezinskiSSSSAIY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/ChenRPTWYKDA24, author = {April Chen and Ryan A. Rossi and Namyong Park and Puja Trivedi and Yu Wang and Tong Yu and Sungchul Kim and Franck Dernoncourt and Nesreen K. Ahmed}, title = {Fairness-Aware Graph Neural Networks: {A} Survey}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {18}, number = {6}, pages = {138:1--138:23}, year = {2024}, url = {https://doi.org/10.1145/3649142}, doi = {10.1145/3649142}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/ChenRPTWYKDA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/KoseS24, author = {{\"{O}}yk{\"{u}} Deniz K{\"{o}}se and Yanning Shen}, title = {FairGAT: Fairness-Aware Graph Attention Networks}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {18}, number = {7}, pages = {164}, year = {2024}, url = {https://doi.org/10.1145/3645096}, doi = {10.1145/3645096}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/KoseS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/WuCX24, author = {Yao Wu and Jian Cao and Guandong Xu}, title = {Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {18}, number = {1}, pages = {10:1--10:37}, year = {2024}, url = {https://doi.org/10.1145/3604558}, doi = {10.1145/3604558}, timestamp = {Thu, 02 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/WuCX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/ZhaoMWJKC24, author = {Chen Zhao and Feng Mi and Xintao Wu and Kai Jiang and Latifur Khan and Feng Chen}, title = {Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {18}, number = {6}, pages = {153:1--153:23}, year = {2024}, url = {https://doi.org/10.1145/3648684}, doi = {10.1145/3648684}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/ZhaoMWJKC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/DuLLXYC24, author = {Xinqi Du and Ziyue Li and Cheng Long and Yongheng Xing and Philip S. Yu and Hechang Chen}, title = {FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {36}, number = {9}, pages = {4678--4692}, year = {2024}, url = {https://doi.org/10.1109/TKDE.2024.3376745}, doi = {10.1109/TKDE.2024.3376745}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/DuLLXYC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/HeXCSBGRJ24, author = {Erhu He and Yiqun Xie and Weiye Chen and Sergii Skakun and Han Bao and Rahul Ghosh and Praveen Ravirathinam and Xiaowei Jia}, title = {Learning With Location-Based Fairness: {A} Statistically-Robust Framework and Acceleration}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {36}, number = {9}, pages = {4750--4765}, year = {2024}, url = {https://doi.org/10.1109/TKDE.2024.3371460}, doi = {10.1109/TKDE.2024.3371460}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/HeXCSBGRJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/HeZWYNC24, author = {Hui He and Qi Zhang and Shoujin Wang and Kun Yi and Zhendong Niu and Longbing Cao}, title = {Learning Informative Representation for Fairness-Aware Multivariate Time-Series Forecasting: {A} Group-Based Perspective}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {36}, number = {6}, pages = {2504--2516}, year = {2024}, url = {https://doi.org/10.1109/TKDE.2023.3323956}, doi = {10.1109/TKDE.2023.3323956}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/HeZWYNC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/SunJYS24, author = {Jiahui Sun and Haiming Jin and Zhaoxing Yang and Lu Su}, title = {Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under Budget Constraint via Joint Order Dispatching and Driver Repositioning}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {36}, number = {7}, pages = {3348--3362}, year = {2024}, url = {https://doi.org/10.1109/TKDE.2023.3348491}, doi = {10.1109/TKDE.2023.3348491}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/SunJYS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkl/LunichKM24, author = {Marco L{\"{u}}nich and Birte Keller and Frank Marcinkowski}, title = {Fairness of Academic Performance Prediction for the Distribution of Support Measures for Students: Differences in Perceived Fairness of Distributive Justice Norms}, journal = {Technol. Knowl. Learn.}, volume = {29}, number = {2}, pages = {1079--1107}, year = {2024}, url = {https://doi.org/10.1007/s10758-023-09698-y}, doi = {10.1007/S10758-023-09698-Y}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkl/LunichKM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tlt/DehoLLLZJ24, author = {Oscar Blessed Deho and Lin Liu and Jiuyong Li and Jixue Liu and Chen Zhan and Srecko Joksimovic}, title = {When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models}, journal = {{IEEE} Trans. Learn. Technol.}, volume = {17}, pages = {1007--1020}, year = {2024}, url = {https://doi.org/10.1109/TLT.2024.3351352}, doi = {10.1109/TLT.2024.3351352}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tlt/DehoLLLZJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmc/KarmakarKA24a, author = {Raja Karmakar and Georges Kaddoum and Ouassima Akhrif}, title = {A Novel Federated Learning-Based Smart Power and 3D Trajectory Control for Fairness Optimization in Secure UAV-Assisted {MEC} Services}, journal = {{IEEE} Trans. Mob. Comput.}, volume = {23}, number = {5}, pages = {4832--4848}, year = {2024}, url = {https://doi.org/10.1109/TMC.2023.3298935}, doi = {10.1109/TMC.2023.3298935}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmc/KarmakarKA24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmc/LiLMHXX24, author = {Yafei Li and Huiling Li and Baolong Mei and Xin Huang and Jianliang Xu and Mingliang Xu}, title = {Fairness-Guaranteed Task Assignment for Crowdsourced Mobility Services}, journal = {{IEEE} Trans. Mob. Comput.}, volume = {23}, number = {5}, pages = {5385--5400}, year = {2024}, url = {https://doi.org/10.1109/TMC.2023.3310591}, doi = {10.1109/TMC.2023.3310591}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmc/LiLMHXX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmc/WangHJWMZDZ24, author = {Guang Wang and Sihong He and Lin Jiang and Shuai Wang and Fei Miao and Fan Zhang and Zheng Dong and Desheng Zhang}, title = {FairMove: {A} Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles}, journal = {{IEEE} Trans. Mob. Comput.}, volume = {23}, number = {6}, pages = {6785--6802}, year = {2024}, url = {https://doi.org/10.1109/TMC.2023.3326676}, doi = {10.1109/TMC.2023.3326676}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmc/WangHJWMZDZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmc/WangXL24, author = {Xuchuang Wang and Hong Xie and John C. S. Lui}, title = {Analyzing Queueing Problems via Bandits With Linear Reward {\&} Nonlinear Workload Fairness}, journal = {{IEEE} Trans. Mob. Comput.}, volume = {23}, number = {4}, pages = {3410--3423}, year = {2024}, url = {https://doi.org/10.1109/TMC.2023.3276158}, doi = {10.1109/TMC.2023.3276158}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmc/WangXL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmc/ZhangJGC24, author = {Jiale Zhang and Tianxiang Jiang and Xiaofeng Gao and Guihai Chen}, title = {An Online Fairness-Aware Task Planning Approach for Spatial Crowdsourcing}, journal = {{IEEE} Trans. Mob. Comput.}, volume = {23}, number = {1}, pages = {150--163}, year = {2024}, url = {https://doi.org/10.1109/TMC.2022.3229112}, doi = {10.1109/TMC.2022.3229112}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tmc/ZhangJGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/LuoTSPSZEW24, author = {Yan Luo and Yu Tian and Min Shi and Louis R. Pasquale and Lucy Q. Shen and Nazlee Zebardast and Tobias Elze and Mengyu Wang}, title = {Harvard Glaucoma Fairness: {A} Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization}, journal = {{IEEE} Trans. Medical Imaging}, volume = {43}, number = {7}, pages = {2623--2633}, year = {2024}, url = {https://doi.org/10.1109/TMI.2024.3377552}, doi = {10.1109/TMI.2024.3377552}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/LuoTSPSZEW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/BlandinK24, author = {Jack Blandin and Ian A. Kash}, title = {Group Fairness in Reinforcement Learning via Multi-Objective Rewards}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=cueEUSG7lE}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/BlandinK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/ChakarIJT24, author = {Berkay Chakar and Amina Izbassar and Mina Janicijevic and Jakub Tomaszewski}, title = {Reproducibility Study: Equal Improvability: {A} New Fairness Notion Considering the Long-Term Impact}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=Yj8fUQGXXL}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/ChakarIJT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/KenfackKA24, author = {Patrik Joslin Kenfack and Samira Ebrahimi Kahou and Ulrich A{\"{\i}}vodji}, title = {A Survey on Fairness Without Demographics}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=3HE4vPNIfX}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/KenfackKA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/tmlr/SkylitsisFNN24, author = {Iason Skylitsis and Zheng Feng and Idries Nasim and Camille Niessink}, title = {Reproducibility Study of "Robust Fair Clustering: {A} Novel Fairness Attack and Defense Framework"}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=H1hLNjwrGy}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/SkylitsisFNN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/YaoZL0L24, author = {Wei Yao and Zhanke Zhou and Zhicong Li and Bo Han and Yong Liu}, title = {Understanding Fairness Surrogate Functions in Algorithmic Fairness}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=iBgmoMTlaz}, timestamp = {Tue, 01 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/YaoZL0L24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/LiZHGW24, author = {Zhaoyi Li and Ping Zhong and Jiawei Huang and Feng Gao and Jian{-}Xin Wang}, title = {Achieving QoE Fairness in Bitrate Allocation of 360{\textdegree} Video Streaming}, journal = {{IEEE} Trans. Multim.}, volume = {26}, pages = {1169--1178}, year = {2024}, url = {https://doi.org/10.1109/TMM.2023.3277286}, doi = {10.1109/TMM.2023.3277286}, timestamp = {Thu, 15 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/LiZHGW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ShiYL24, author = {Yuxin Shi and Han Yu and Cyril Leung}, title = {Towards Fairness-Aware Federated Learning}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {9}, pages = {11922--11938}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2023.3263594}, doi = {10.1109/TNNLS.2023.3263594}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ShiYL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WeiH24, author = {Xiao{-}Xiang Wei and Hua Huang}, title = {Balanced Federated Semisupervised Learning With Fairness-Aware Pseudo-Labeling}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {7}, pages = {9395--9407}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2022.3233093}, doi = {10.1109/TNNLS.2022.3233093}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WeiH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnsm/NassarRO24, author = {Mohammad Nassar and Ori Rottenstreich and Ariel Orda}, title = {{CFTO:} Communication-Aware Fairness in Blockchain Transaction Ordering}, journal = {{IEEE} Trans. Netw. Serv. Manag.}, volume = {21}, number = {1}, pages = {490--506}, year = {2024}, url = {https://doi.org/10.1109/TNSM.2023.3298201}, doi = {10.1109/TNSM.2023.3298201}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnsm/NassarRO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnsm/PanayiotouE24, author = {Tania Panayiotou and Georgios Ellinas}, title = {Balancing Efficiency and Fairness in Resource Allocation for Optical Networks}, journal = {{IEEE} Trans. Netw. Serv. Manag.}, volume = {21}, number = {1}, pages = {389--401}, year = {2024}, url = {https://doi.org/10.1109/TNSM.2023.3304426}, doi = {10.1109/TNSM.2023.3304426}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnsm/PanayiotouE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/ChenWZZHXX24, author = {Wei Chen and Yiqing Wu and Zhao Zhang and Fuzhen Zhuang and Zhongshi He and Ruobing Xie and Feng Xia}, title = {FairGap: Fairness-Aware Recommendation via Generating Counterfactual Graph}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {4}, pages = {94:1--94:25}, year = {2024}, url = {https://doi.org/10.1145/3638352}, doi = {10.1145/3638352}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/ChenWZZHXX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/LalorAOYF24, author = {John P. Lalor and Ahmed Abbasi and Kezia Oketch and Yi Yang and Nicole Forsgren}, title = {Should Fairness be a Metric or a Model? {A} Model-based Framework for Assessing Bias in Machine Learning Pipelines}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {4}, pages = {99:1--99:41}, year = {2024}, url = {https://doi.org/10.1145/3641276}, doi = {10.1145/3641276}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/LalorAOYF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/SakaiKK24, author = {Tetsuya Sakai and Jinyoung Kim and Inho Kang}, title = {A Versatile Framework for Evaluating Ranked Lists in Terms of Group Fairness and Relevance}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {1}, pages = {11:1--11:36}, year = {2024}, url = {https://doi.org/10.1145/3589763}, doi = {10.1145/3589763}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/SakaiKK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/ShaoWZLHLW24, author = {Pengyang Shao and Le Wu and Kun Zhang and Defu Lian and Richang Hong and Yong Li and Meng Wang}, title = {Average User-Side Counterfactual Fairness for Collaborative Filtering}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {5}, pages = {140:1--140:26}, year = {2024}, url = {https://doi.org/10.1145/3656639}, doi = {10.1145/3656639}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/ShaoWZLHLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/WangLYLX24, author = {Xiangmeng Wang and Qian Li and Dianer Yu and Qing Li and Guandong Xu}, title = {Counterfactual Explanation for Fairness in Recommendation}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {4}, pages = {106:1--106:30}, year = {2024}, url = {https://doi.org/10.1145/3643670}, doi = {10.1145/3643670}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/WangLYLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/WuCX24, author = {Yao Wu and Jian Cao and Guandong Xu}, title = {{FASTER:} {A} Dynamic Fairness-assurance Strategy for Session-based Recommender Systems}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {1}, pages = {5:1--5:26}, year = {2024}, url = {https://doi.org/10.1145/3586993}, doi = {10.1145/3586993}, timestamp = {Thu, 02 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/WuCX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/YangWQZC24, author = {Hao Yang and Xian Wu and Zhaopeng Qiu and Yefeng Zheng and Xu Chen}, title = {Distributional Fairness-aware Recommendation}, journal = {{ACM} Trans. Inf. Syst.}, volume = {42}, number = {5}, pages = {131:1--131:28}, year = {2024}, url = {https://doi.org/10.1145/3652854}, doi = {10.1145/3652854}, timestamp = {Tue, 09 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/YangWQZC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/MacDavidCR24, author = {Robert MacDavid and Xiaoqi Chen and Jennifer Rexford}, title = {Scalable Real-Time Bandwidth Fairness in Switches}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {32}, number = {2}, pages = {1423--1434}, year = {2024}, url = {https://doi.org/10.1109/TNET.2023.3317172}, doi = {10.1109/TNET.2023.3317172}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ton/MacDavidCR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/ShanJZJLTR24, author = {Danfeng Shan and Linbing Jiang and Peng Zhang and Wanchun Jiang and Hao Li and Yazhe Tang and Fengyuan Ren}, title = {Enforcing Fairness in the Traffic Policer Among Heterogeneous Congestion Control Algorithms}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {32}, number = {1}, pages = {34--49}, year = {2024}, url = {https://doi.org/10.1109/TNET.2023.3276410}, doi = {10.1109/TNET.2023.3276410}, timestamp = {Sat, 02 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ton/ShanJZJLTR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/YuanWWARZF24, author = {Yali Yuan and Weijun Wang and Yuhan Wang and Sripriya Srikant Adhatarao and Bangbang Ren and Kai Zheng and Xiaoming Fu}, title = {Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {32}, number = {1}, pages = {50--64}, year = {2024}, url = {https://doi.org/10.1109/TNET.2023.3277729}, doi = {10.1109/TNET.2023.3277729}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ton/YuanWWARZF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/RahmaniND24, author = {Hossein A. Rahmani and Mohammadmehdi Naghiaei and Yashar Deldjoo}, title = {A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {3}, pages = {19:1--19:24}, year = {2024}, url = {https://doi.org/10.1145/3651167}, doi = {10.1145/3651167}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/RahmaniND24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/WangLYLX24, author = {Xiangmeng Wang and Qian Li and Dianer Yu and Qing Li and Guandong Xu}, title = {Constrained Off-policy Learning over Heterogeneous Information for Fairness-aware Recommendation}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {4}, pages = {29:1--29:27}, year = {2024}, url = {https://doi.org/10.1145/3629172}, doi = {10.1145/3629172}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/WangLYLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tosem/ChenZHHS24, author = {Zhenpeng Chen and Jie M. Zhang and Max Hort and Mark Harman and Federica Sarro}, title = {Fairness Testing: {A} Comprehensive Survey and Analysis of Trends}, journal = {{ACM} Trans. Softw. Eng. Methodol.}, volume = {33}, number = {5}, pages = {137:1--137:59}, year = {2024}, url = {https://doi.org/10.1145/3652155}, doi = {10.1145/3652155}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tosem/ChenZHHS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tosem/LiXWGLML24, author = {Tianlin Li and Xiaofei Xie and Jian Wang and Qing Guo and Aishan Liu and Lei Ma and Yang Liu}, title = {Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis}, journal = {{ACM} Trans. Softw. Eng. Methodol.}, volume = {33}, number = {1}, pages = {21:1--21:24}, year = {2024}, url = {https://doi.org/10.1145/3617168}, doi = {10.1145/3617168}, timestamp = {Tue, 23 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tosem/LiXWGLML24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tosem/SunCZH24, author = {Zeyu Sun and Zhenpeng Chen and Jie Zhang and Dan Hao}, title = {Fairness Testing of Machine Translation Systems}, journal = {{ACM} Trans. Softw. Eng. Methodol.}, volume = {33}, number = {6}, pages = {156}, year = {2024}, url = {https://doi.org/10.1145/3664608}, doi = {10.1145/3664608}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tosem/SunCZH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tpds/XieLZD24, author = {Renyou Xie and Chaojie Li and Xiaojun Zhou and Zhaoyang Dong}, title = {Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, volume = {35}, number = {11}, pages = {2239--2253}, year = {2024}, url = {https://doi.org/10.1109/TPDS.2024.3411815}, doi = {10.1109/TPDS.2024.3411815}, timestamp = {Tue, 08 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tpds/XieLZD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tpds/ZhouCCXH24, author = {Jingwen Zhou and Feifei Chen and Guangming Cui and Yong Xiang and Qiang He}, title = {FEUAGame: Fairness-Aware Edge User Allocation for App Vendors}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, volume = {35}, number = {8}, pages = {1429--1443}, year = {2024}, url = {https://doi.org/10.1109/TPDS.2024.3409548}, doi = {10.1109/TPDS.2024.3409548}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tpds/ZhouCCXH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/transci/NeriaT24, author = {Gal Neria and Michal Tzur}, title = {The Dynamic Pickup and Allocation with Fairness Problem}, journal = {Transp. Sci.}, volume = {58}, number = {4}, pages = {821--840}, year = {2024}, url = {https://doi.org/10.1287/trsc.2023.0228}, doi = {10.1287/TRSC.2023.0228}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/transci/NeriaT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/LuLJZWW24, author = {Jianfeng Lu and Haibo Liu and Riheng Jia and Zhao Zhang and Xiong Wang and Jiangtao Wang}, title = {Incentivizing Proportional Fairness for Multi-Task Allocation in Crowdsensing}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {17}, number = {3}, pages = {990--1000}, year = {2024}, url = {https://doi.org/10.1109/TSC.2023.3325636}, doi = {10.1109/TSC.2023.3325636}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/LuLJZWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/ShiLXBS24, author = {Xiaoyu Shi and Quanliang Liu and Hong Xie and Yanan Bai and Mingsheng Shang}, title = {Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {17}, number = {3}, pages = {1029--1043}, year = {2024}, url = {https://doi.org/10.1109/TSC.2024.3349636}, doi = {10.1109/TSC.2024.3349636}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/ShiLXBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/TangZGYLFSX24, author = {Shanjiang Tang and Zhongyu Zhou and Jiekai Gou and Ce Yu and Yusen Li and Hao Fu and Chao Sun and Jian Xiao}, title = {Fairness-Efficiency Scheduling for Pay-as-You-Go Shared Caching Systems With Long-Term Fairness Guarantees}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {17}, number = {5}, pages = {2417--2431}, year = {2024}, url = {https://doi.org/10.1109/TSC.2023.3335048}, doi = {10.1109/TSC.2023.3335048}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/TangZGYLFSX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/ZhangYD24, author = {Cheng Zhang and Jianwei Yin and Shuiguang Deng}, title = {Ensuring Fairness in Edge Networks: {A} GNN-Based Media Workload Migration Scheme With Fairness Guarantee}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {17}, number = {3}, pages = {934--948}, year = {2024}, url = {https://doi.org/10.1109/TSC.2023.3298695}, doi = {10.1109/TSC.2023.3298695}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/ZhangYD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tse/ZhengLWC24, author = {Wei Zheng and Lidan Lin and Xiaoxue Wu and Xiang Chen}, title = {An Empirical Study on Correlations Between Deep Neural Network Fairness and Neuron Coverage Criteria}, journal = {{IEEE} Trans. Software Eng.}, volume = {50}, number = {3}, pages = {391--412}, year = {2024}, url = {https://doi.org/10.1109/TSE.2023.3349001}, doi = {10.1109/TSE.2023.3349001}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tse/ZhengLWC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsg/ZhanMAMPS24, author = {Sen Zhan and Johan Morren and Wouter van den Akker and Anne van der Molen and Nikolaos G. Paterakis and Johannes G. Slootweg}, title = {Fairness-Incorporated Online Feedback Optimization for Real-Time Distribution Grid Management}, journal = {{IEEE} Trans. Smart Grid}, volume = {15}, number = {2}, pages = {1792--1806}, year = {2024}, url = {https://doi.org/10.1109/TSG.2023.3315481}, doi = {10.1109/TSG.2023.3315481}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsg/ZhanMAMPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsipn/Fonseca24, author = {Benedito J. B. Fonseca}, title = {Fairness With Low Resentment in Distributed Sensor Systems to Detect Emitters}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {10}, pages = {552--564}, year = {2024}, url = {https://doi.org/10.1109/TSIPN.2024.3414146}, doi = {10.1109/TSIPN.2024.3414146}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsipn/Fonseca24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/ChenTFYPH24, author = {Yufeng Chen and Hoang Duong Tuan and Yong Fang and Hongwen Yu and H. Vincent Poor and Lajos Hanzo}, title = {Enhancing the Downlink Rate Fairness of Low-Resolution Active RIS-Aided Signaling by Closed-Form Expression-Based Iterative Optimization}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {6}, pages = {8013--8029}, year = {2024}, url = {https://doi.org/10.1109/TVT.2023.3349292}, doi = {10.1109/TVT.2023.3349292}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/ChenTFYPH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/JiangHS24, author = {Hao Jiang and Shiying Han and Guiling Sun}, title = {Fairness-Aware Intelligent Multi-BD Scheduling in Symbiotic Radio Networks Using Soft Actor-Critic}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {6}, pages = {9125--9130}, year = {2024}, url = {https://doi.org/10.1109/TVT.2024.3357829}, doi = {10.1109/TVT.2024.3357829}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/JiangHS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/KimJY24, author = {Yeongjun Kim and Jonggyu Jang and Hyun Jong Yang}, title = {Distributed Resource Allocation and User Association for Max-Min Fairness in HetNets}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {2}, pages = {2983--2988}, year = {2024}, url = {https://doi.org/10.1109/TVT.2023.3316610}, doi = {10.1109/TVT.2023.3316610}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/KimJY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/LingZHYWW24, author = {Chen Ling and Weizhe Zhang and Hui He and Rahul Yadav and Jiayin Wang and Desheng Wang}, title = {QoS and Fairness Oriented Dynamic Computation Offloading in the Internet of Vehicles Based on Estimate Time of Arrival}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {7}, pages = {10554--10571}, year = {2024}, url = {https://doi.org/10.1109/TVT.2024.3364669}, doi = {10.1109/TVT.2024.3364669}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/LingZHYWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/SobhiGiviNSKD24, author = {Sima Sobhi{-}Givi and Mahdi Nouri and Mahrokh G. Shayesteh and Hashem Kalbkhani and Zhiguo Ding}, title = {Joint Power Allocation and User Fairness Optimization for Reinforcement Learning Over mmWave-NOMA Heterogeneous Networks}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {9}, pages = {12962--12977}, year = {2024}, url = {https://doi.org/10.1109/TVT.2024.3386587}, doi = {10.1109/TVT.2024.3386587}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/SobhiGiviNSKD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/WanJNNPX24, author = {Zixian Wan and Weiheng Jiang and Jiangtian Nie and Dusit Niyato and Cunhua Pan and Zehui Xiong}, title = {Min-Max Fairness Based Joint Optimal Design for IRS-Assisted {MEC} Systems}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {8}, pages = {11949--11963}, year = {2024}, url = {https://doi.org/10.1109/TVT.2024.3377434}, doi = {10.1109/TVT.2024.3377434}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/WanJNNPX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/YuTNDH24, author = {Hongwen Yu and Hoang Duong Tuan and Ali A. Nasir and Eryk Dutkiewicz and Lajos Hanzo}, title = {Rate-Fairness-Aware Low Resolution RIS-Aided Multi-User {OFDM} Beamforming}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {2}, pages = {2401--2415}, year = {2024}, url = {https://doi.org/10.1109/TVT.2023.3321657}, doi = {10.1109/TVT.2023.3321657}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvt/YuTNDH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/ZhangZWWZY24, author = {Yiyang Zhang and Tianying Zhong and Yuan Wang and Jiaheng Wang and Kang Zheng and Xiaohu You}, title = {Max-Min Fairness for Uplink {NOMA} Systems With Finite Blocklength}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {3}, pages = {4447--4452}, year = {2024}, url = {https://doi.org/10.1109/TVT.2023.3326972}, doi = {10.1109/TVT.2023.3326972}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/ZhangZWWZY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/DizdarSYW24, author = {Onur Dizdar and Ata Sattarzadeh and Yi Xien Yap and Stephen Wang}, title = {{RSMA} for Overloaded {MIMO} Networks: Low-Complexity Design for Max-Min Fairness}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {23}, number = {6}, pages = {6156--6173}, year = {2024}, url = {https://doi.org/10.1109/TWC.2023.3330373}, doi = {10.1109/TWC.2023.3330373}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/DizdarSYW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/GottschOKOC24, author = {Fabian G{\"{o}}ttsch and Noboru Osawa and Issei Kanno and Takeo Ohseki and Giuseppe Caire}, title = {Fairness Scheduling in User-Centric Cell-Free Massive {MIMO} Wireless Networks}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {23}, number = {9}, pages = {11942--11957}, year = {2024}, url = {https://doi.org/10.1109/TWC.2024.3386802}, doi = {10.1109/TWC.2024.3386802}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/GottschOKOC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/KatweSLPCK24, author = {Mayur Katwe and Keshav Singh and Chih{-}Peng Li and Shankar Prakriya and Bruno Clerckx and George K. Karagiannidis}, title = {Enhanced User Fairness and Performance for eMBB-URLLC Uplink Traffic With Rate- Splitting Based Super-Positioning}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {23}, number = {9}, pages = {12513--12530}, year = {2024}, url = {https://doi.org/10.1109/TWC.2024.3392929}, doi = {10.1109/TWC.2024.3392929}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/KatweSLPCK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/NguyenNNWTCJ24, author = {Nhan Thanh Nguyen and Van{-}Dinh Nguyen and Hieu Van Nguyen and Qingqing Wu and Antti T{\"{o}}lli and Symeon Chatzinotas and Markku J. Juntti}, title = {Fairness Enhancement of {UAV} Systems With Hybrid Active-Passive {RIS}}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {23}, number = {5}, pages = {4379--4396}, year = {2024}, url = {https://doi.org/10.1109/TWC.2023.3317934}, doi = {10.1109/TWC.2023.3317934}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/NguyenNNWTCJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/WangYCXCQT24, author = {Yufei Wang and Zheng Yang and Jingjing Cui and Peng Xu and Gaojie Chen and Tony Q. S. Quek and Rahim Tafazolli}, title = {Optimizing the Fairness of {STAR-RIS} and {NOMA} Assisted Integrated Sensing and Communication Systems}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {23}, number = {6}, pages = {5895--5907}, year = {2024}, url = {https://doi.org/10.1109/TWC.2023.3328872}, doi = {10.1109/TWC.2023.3328872}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/WangYCXCQT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/ZhuTDPH24, author = {Wenbo Zhu and Hoang Duong Tuan and Eryk Dutkiewicz and H. Vincent Poor and Lajos Hanzo}, title = {Max-Min Rate Optimization of Low-Complexity Hybrid Multi-User Beamforming Maintaining Rate-Fairness}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {23}, number = {6}, pages = {5648--5662}, year = {2024}, url = {https://doi.org/10.1109/TWC.2023.3327659}, doi = {10.1109/TWC.2023.3327659}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/ZhuTDPH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/umuai/DeldjooJBDZ24, author = {Yashar Deldjoo and Dietmar Jannach and Alejandro Bellog{\'{\i}}n and Alessandro Difonzo and Dario Zanzonelli}, title = {Fairness in recommender systems: research landscape and future directions}, journal = {User Model. User Adapt. Interact.}, volume = {34}, number = {1}, pages = {59--108}, year = {2024}, url = {https://doi.org/10.1007/s11257-023-09364-z}, doi = {10.1007/S11257-023-09364-Z}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/umuai/DeldjooJBDZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vldb/ZhaoZWDYPJZ24, author = {Yan Zhao and Kai Zheng and Ziwei Wang and Liwei Deng and Bin Yang and Torben Bach Pedersen and Christian S. Jensen and Xiaofang Zhou}, title = {Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing}, journal = {{VLDB} J.}, volume = {33}, number = {1}, pages = {163--184}, year = {2024}, url = {https://doi.org/10.1007/s00778-023-00802-3}, doi = {10.1007/S00778-023-00802-3}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vldb/ZhaoZWDYPJZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wc/ChenXHWCFG24, author = {Jinsong Chen and Wenchao Xu and Penghui Hu and Jian Wang and Ke Chen and Yijun Feng and Song Guo}, title = {Toward Multi-User Access Fairness in Reconfigurable Intelligent Surface Assisted Wireless Networks}, journal = {{IEEE} Wirel. Commun.}, volume = {31}, number = {3}, pages = {362--367}, year = {2024}, url = {https://doi.org/10.1109/MWC.019.2200606}, doi = {10.1109/MWC.019.2200606}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wc/ChenXHWCFG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wcl/MashdourSLSL24, author = {Saeed Mashdour and Shirin Salehi and Rodrigo C. de Lamare and Anke Schmeink and Jo{\~{a}}o Paulo S. H. Lima}, title = {Clustering and Scheduling With Fairness Based on Information Rates for Cell-Free {MIMO} Networks}, journal = {{IEEE} Wirel. Commun. Lett.}, volume = {13}, number = {7}, pages = {1798--1802}, year = {2024}, url = {https://doi.org/10.1109/LWC.2024.3388318}, doi = {10.1109/LWC.2024.3388318}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wcl/MashdourSLSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/winet/YeJXSD24, author = {Changqing Ye and Hong Jiang and Hongliang Xu and Haoxin Shi and Liping Deng}, title = {Joint active and passive beamforming optimization for IRS-assisted downlink {MISO-URLLC} in max-min fairness}, journal = {Wirel. Networks}, volume = {30}, number = {3}, pages = {1479--1491}, year = {2024}, url = {https://doi.org/10.1007/s11276-023-03550-y}, doi = {10.1007/S11276-023-03550-Y}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/winet/YeJXSD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wpc/ObayiuwanaUI24, author = {Enoruwa Obayiuwana and Uyota Uyota and Oluwafemi Ipinnimo}, title = {Radio Resource Allocation Fairness in Cooperative Cognitive Radio Relay Networks}, journal = {Wirel. Pers. Commun.}, volume = {136}, number = {4}, pages = {2595--2619}, year = {2024}, url = {https://doi.org/10.1007/s11277-024-11422-7}, doi = {10.1007/S11277-024-11422-7}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wpc/ObayiuwanaUI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ACMse/TrotterC24, author = {Christina Trotter and Yixin Chen}, title = {Exploring Fairness-Accuracy Trade-Offs in Binary Classification: {A} Comparative Analysis Using Modified Loss Functions}, booktitle = {Proceedings of the 2024 {ACM} Southeast Conference, {ACM} {SE} 2024, Marietta, GA, USA, April 18-20, 2024}, pages = {148--156}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3603287.3651192}, doi = {10.1145/3603287.3651192}, timestamp = {Tue, 14 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ACMse/TrotterC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/FarayolaBSCT24, author = {Michael Mayowa Farayola and Malika Bendechache and Takfarinas Saber and Regina Connolly and Irina Tal}, title = {Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models}, booktitle = {Proceedings of the 19th International Conference on Availability, Reliability and Security, {ARES} 2024, Vienna, Austria, 30 July 2024 - 2 August 2024}, pages = {114:1--114:10}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3664476.3669978}, doi = {10.1145/3664476.3669978}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/FarayolaBSCT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BadarSNF24, author = {Maryam Badar and Sandipan Sikdar and Wolfgang Nejdl and Marco Fisichella}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {10962--10970}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i10.28971}, doi = {10.1609/AAAI.V38I10.28971}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BadarSNF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChenXJH0AZ24, author = {Weiye Chen and Yiqun Xie and Xiaowei Jia and Erhu He and Han Bao and Bang An and Xun Zhou}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Referee-Meta-Learning for Fast Adaptation of Locational Fairness}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {21949--21957}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30197}, doi = {10.1609/AAAI.V38I20.30197}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChenXJH0AZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Cheng24, author = {Lu Cheng}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Demystifying Algorithmic Fairness in an Uncertain World}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22662}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30278}, doi = {10.1609/AAAI.V38I20.30278}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Cheng24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChengYCPC24, author = {Shu{-}Ling Cheng and Chin{-}Yuan Yeh and Ting{-}An Chen and Eliana Pastor and Ming{-}Syan Chen}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {11498--11506}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i10.29031}, doi = {10.1609/AAAI.V38I10.29031}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChengYCPC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/EhyaeiMKSF24, author = {Ahmad{-}Reza Ehyaei and Kiarash Mohammadi and Amir{-}Hossein Karimi and Samira Samadi and Golnoosh Farnadi}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {11847--11855}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i10.29070}, doi = {10.1609/AAAI.V38I10.29070}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/EhyaeiMKSF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ElkindOT24, author = {Edith Elkind and Svetlana Obraztsova and Nicholas Teh}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Temporal Fairness in Multiwinner Voting}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22633--22640}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30273}, doi = {10.1609/AAAI.V38I20.30273}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ElkindOT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Han0ZL0YLY24, author = {Zhongxuan Han and Chaochao Chen and Xiaolin Zheng and Meng Li and Weiming Liu and Binhui Yao and Yuyuan Li and Jianwei Yin}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {8463--8471}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i8.28689}, doi = {10.1609/AAAI.V38I8.28689}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Han0ZL0YLY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HavaldarCSNR24, author = {Shreyas Havaldar and Jatin Chauhan and Karthikeyan Shanmugam and Jay Nandy and Aravindan Raghuveer}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {12331--12339}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i11.29124}, doi = {10.1609/AAAI.V38I11.29124}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HavaldarCSNR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Hosseini24, author = {Hadi Hosseini}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {The Fairness Fair: Bringing Human Perception into Collective Decision-Making}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22624--22631}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30272}, doi = {10.1609/AAAI.V38I20.30272}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Hosseini24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/IslamCC24, author = {Rashidul Islam and Huiyuan Chen and Yiwei Cai}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Fairness without Demographics through Shared Latent Space-Based Debiasing}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {12717--12725}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i11.29167}, doi = {10.1609/AAAI.V38I11.29167}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/IslamCC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Jang0H24, author = {Taeuk Jang and Xiaoqian Wang and Heng Huang}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Adversarial Fairness Network}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22159--22166}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30220}, doi = {10.1609/AAAI.V38I20.30220}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Jang0H24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JiangHFLZMH24, author = {Zhimeng Jiang and Xiaotian Han and Chao Fan and Zirui Liu and Na Zou and Ali Mostafavi and Xia Hu}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Chasing Fairness in Graphs: {A} {GNN} Architecture Perspective}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {21214--21222}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i19.30115}, doi = {10.1609/AAAI.V38I19.30115}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JiangHFLZMH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LuiCBRK24, author = {Nicholas Lui and Bryan Chia and William Berrios and Candace Ross and Douwe Kiela}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {14220--14228}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i13.29333}, doi = {10.1609/AAAI.V38I13.29333}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LuiCBRK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SinghKC24, author = {Daman Deep Singh and Amit Kumar and Abhijnan Chakraborty}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Towards Fairness in Online Service with {K} Servers and Its Application on Fair Food Delivery}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {19929--19936}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i18.29969}, doi = {10.1609/AAAI.V38I18.29969}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SinghKC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TeuberB24, author = {Samuel Teuber and Bernhard Beckert}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {An Information-Flow Perspective on Algorithmic Fairness}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {15337--15345}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i14.29458}, doi = {10.1609/AAAI.V38I14.29458}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TeuberB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangXL24, author = {Shufan Wang and Guojun Xiong and Jian Li}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {15616--15624}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i14.29489}, doi = {10.1609/AAAI.V38I14.29489}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangXL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangXLJ0JX24, author = {Zhihao Wang and Yiqun Xie and Zhili Li and Xiaowei Jia and Zhe Jiang and Aolin Jia and Shuo Xu}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22420--22428}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30249}, doi = {10.1609/AAAI.V38I20.30249}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangXLJ0JX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YangLYS24, author = {Cheng Yang and Jixi Liu and Yunhe Yan and Chuan Shi}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {9241--9249}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i8.28776}, doi = {10.1609/AAAI.V38I8.28776}, timestamp = {Mon, 08 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YangLYS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YangRLGGC24, author = {Kaixun Yang and Mladen Rakovic and Yuyang Li and Quanlong Guan and Dragan Gasevic and Guanliang Chen}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Unveiling the Tapestry of Automated Essay Scoring: {A} Comprehensive Investigation of Accuracy, Fairness, and Generalizability}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22466--22474}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30254}, doi = {10.1609/AAAI.V38I20.30254}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YangRLGGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZayedMSBC24, author = {Abdelrahman Zayed and Gon{\c{c}}alo Mordido and Samira Shabanian and Ioana Baldini and Sarath Chandar}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Fairness-Aware Structured Pruning in Transformers}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22484--22492}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30256}, doi = {10.1609/AAAI.V38I20.30256}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZayedMSBC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Zhang24, author = {Wenbin Zhang}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22685}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30301}, doi = {10.1609/AAAI.V38I20.30301}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Zhang24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangLCTO24, author = {Xuechen Zhang and Mingchen Li and Jiasi Chen and Christos Thrampoulidis and Samet Oymak}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {16890--16898}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i15.29631}, doi = {10.1609/AAAI.V38I15.29631}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangLCTO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangLLZ24, author = {Yixuan Zhang and Boyu Li and Zenan Ling and Feng Zhou}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Mitigating Label Bias in Machine Learning: Fairness through Confident Learning}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {16917--16925}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i15.29634}, doi = {10.1609/AAAI.V38I15.29634}, timestamp = {Tue, 01 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangLLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhaoWZWAD24, author = {Yuying Zhao and Yu Wang and Yi Zhang and Pamela J. Wisniewski and Charu C. Aggarwal and Tyler Derr}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22547--22555}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30263}, doi = {10.1609/AAAI.V38I20.30263}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhaoWZWAD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acisp/BayreutherBDMM24, author = {Saskia Bayreuther and Robin Berger and Felix D{\"{o}}rre and Jeremias Mechler and J{\"{o}}rn M{\"{u}}ller{-}Quade}, editor = {Tianqing Zhu and Yannan Li}, title = {Hidden {\textdollar}{\textbackslash}varDelta {\textdollar}-Fairness: {A} Novel Notion for Fair Secure Two-Party Computation}, booktitle = {Information Security and Privacy - 29th Australasian Conference, {ACISP} 2024, Sydney, NSW, Australia, July 15-17, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14896}, pages = {330--349}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-5028-3\_17}, doi = {10.1007/978-981-97-5028-3\_17}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acisp/BayreutherBDMM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/FelknerTM24, author = {Virginia K. Felkner and Jennifer A. Thompson and Jonathan May}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {{GPT} is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction}, booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand, August 11-16, 2024}, pages = {14104--14115}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.acl-long.760}, doi = {10.18653/V1/2024.ACL-LONG.760}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/FelknerTM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LernerDAG24, author = {Maria Lerner and Florian E. Dorner and Elliott Ash and Naman Goel}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of {AI} Utilizing Human Feedback}, booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand, August 11-16, 2024}, pages = {9403--9425}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.acl-long.509}, doi = {10.18653/V1/2024.ACL-LONG.509}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/LernerDAG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LiDSWW24, author = {Yingji Li and Mengnan Du and Rui Song and Xin Wang and Ying Wang}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained Language Models}, booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024}, pages = {3773--3786}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.findings-acl.226}, doi = {10.18653/V1/2024.FINDINGS-ACL.226}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/LiDSWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SpliethoverMW24, author = {Maximilian Splieth{\"{o}}ver and Sai Nikhil Menon and Henning Wachsmuth}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness}, booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024}, pages = {9294--9313}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.findings-acl.553}, doi = {10.18653/V1/2024.FINDINGS-ACL.553}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/SpliethoverMW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZayedMBC24, author = {Abdelrahman Zayed and Gon{\c{c}}alo Mordido and Ioana Baldini and Sarath Chandar}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {Why Don't Prompt-Based Fairness Metrics Correlate?}, booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand, August 11-16, 2024}, pages = {9002--9019}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.acl-long.487}, doi = {10.18653/V1/2024.ACL-LONG.487}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ZayedMBC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/CabralPM24, author = {Luciano de Souza Cabral and Filipe Dwan Pereira and Rafael Ferreira Mello}, editor = {Andrew M. Olney and Irene{-}Angelica Chounta and Zitao Liu and Olga C. Santos and Ig Ibert Bittencourt}, title = {Enhancing Algorithmic Fairness in Student Performance Prediction Through Unbiased and Equitable Machine Learning Models}, booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky - 25th International Conference, {AIED} 2024, Recife, Brazil, July 8-12, 2024, Proceedings, Part {I}}, series = {Communications in Computer and Information Science}, volume = {2150}, pages = {418--426}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-64315-6\_39}, doi = {10.1007/978-3-031-64315-6\_39}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/CabralPM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/LalleBVL24, author = {S{\'{e}}bastien Lall{\'{e}} and Fran{\c{c}}ois Bouchet and M{\'{e}}lina Verger and Vanda Luengo}, editor = {Andrew M. Olney and Irene{-}Angelica Chounta and Zitao Liu and Olga C. Santos and Ig Ibert Bittencourt}, title = {Fairness of {MOOC} Completion Predictions Across Demographics and Contextual Variables}, booktitle = {Artificial Intelligence in Education - 25th International Conference, {AIED} 2024, Recife, Brazil, July 8-12, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14829}, pages = {379--393}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-64302-6\_27}, doi = {10.1007/978-3-031-64302-6\_27}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/LalleBVL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiiot/LiA24, author = {Jiyao Li and Vicki H. Allan}, title = {Supply-Demand Balancing and Fairness Enhancement in Ride-Sharing Services: {A} Graph Reinforcement Learning Based Approach}, booktitle = {{IEEE} World {AI} IoT Congress, AIIoT 2024, Seattle, WA, USA, May 29-31, 2024}, pages = {91--99}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/AIIoT61789.2024.10579024}, doi = {10.1109/AIIOT61789.2024.10579024}, timestamp = {Wed, 24 Jul 2024 13:12:54 +0200}, biburl = {https://dblp.org/rec/conf/aiiot/LiA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aimmes/ClavellAC24, author = {Gemma Galdon Clavell and Ariane Aumaitre and Toon Calders}, editor = {Roberta Calegari and Carlos Castillo and Symeon Papadopoulos and Roger Andre S{\o}raa}, title = {How a socio-technical approach to {AI} auditing can change how we understand and measure fairness in machine learning systems}, booktitle = {Proceedings of the 1st Workshop on {AI} bias: Measurements, Mitigation, Explanation Strategies co-located with the {AI} Fairness Cluster Inaugural Conference 2024, Amsterdam, Netherlands, March 20, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3744}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3744/paper3.pdf}, timestamp = {Thu, 17 Oct 2024 17:43:07 +0200}, biburl = {https://dblp.org/rec/conf/aimmes/ClavellAC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aina/HanH24, author = {Zewei Han and Go Hasegawa}, editor = {Leonard Barolli}, title = {{BBR-R:} Improving BBR's {RTT} Fairness by Dynamically Adjusting Delay Detection Intervals}, booktitle = {Advanced Information Networking and Applications - Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Kitakyushu, Japan, 17-19 April, 2024, Volume 1}, series = {Lecture Notes on Data Engineering and Communications Technologies}, volume = {199}, pages = {67--77}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-57840-3\_7}, doi = {10.1007/978-3-031-57840-3\_7}, timestamp = {Fri, 12 Apr 2024 15:34:52 +0200}, biburl = {https://dblp.org/rec/conf/aina/HanH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/AbroshanEK24, author = {Mahed Abroshan and Andrew Elliott and Mohammad Mahdi Khalili}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Imposing Fairness Constraints in Synthetic Data Generation}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {2269--2277}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/abroshan24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/AbroshanEK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BarrainkuaGLQ24, author = {Ainhize Barrainkua and Paula Gordaliza and Jos{\'{e}} Antonio Lozano and Novi Quadrianto}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {1198--1206}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/barrainkua24a.html}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BarrainkuaGLQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BlumOSS24, author = {Avrim Blum and Princewill Okoroafor and Aadirupa Saha and Kevin M. Stangl}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {On the Vulnerability of Fairness Constrained Learning to Malicious Noise}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {4096--4104}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/blum24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BlumOSS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ByunSOLW24, author = {Yewon Byun and Dylan Sam and Michael Oberst and Zachary C. Lipton and Bryan Wilder}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Auditing Fairness under Unobserved Confounding}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {4339--4347}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/byun24a.html}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ByunSOLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/HalabiTNV24, author = {Marwa El Halabi and Jakub Tarnawski and Ashkan Norouzi{-}Fard and Thuy{-}Duong Vuong}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Fairness in Submodular Maximization over a Matroid Constraint}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {1027--1035}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/el-halabi24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/HalabiTNV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/JangGS024, author = {Taeuk Jang and Hongchang Gao and Pengyi Shi and Xiaoqian Wang}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Achieving Fairness through Separability: {A} Unified Framework for Fair Representation Learning}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {28--36}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/jang24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/JangGS024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/MartinezBS24, author = {Natalia Mart{\'{\i}}nez and Mart{\'{\i}}n Bertr{\'{a}}n and Guillermo Sapiro}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {2629--2637}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/l-martinez24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/MartinezBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/WardZC24, author = {Joshua John Ward and Xianli Zeng and Guang Cheng}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {FairRR: Pre-Processing for Group Fairness through Randomized Response}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {3826--3834}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/john-ward24a.html}, timestamp = {Sat, 27 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/WardZC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/YuanDL24, author = {Yukun Yuan and Zihan Ding and Shan Lin}, title = {Fairness-Aware Electric Taxi Fleet Coordination Under Short-Term Power System Failures}, booktitle = {American Control Conference, {ACC} 2024, Toronto, ON, Canada, July 10-12, 2024}, pages = {214--219}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.23919/ACC60939.2024.10645001}, doi = {10.23919/ACC60939.2024.10645001}, timestamp = {Fri, 27 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amcc/YuanDL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcis/KnippschildBRP24, author = {Stefanie Knippschild and Sebastian K. Boell and Kai Riemer and Sandra Peter}, editor = {Michelle Carter and Kelly J. Fadel and Thomas O. Meservy and Deborah J. Armstrong and Amit Deokar and Matthew L. Jensen}, title = {Finding Algorithmic Fairness: An Analysis of how Literature Considers Algorithmic Fairness from Different Stakeholder Perspectives}, booktitle = {30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT, USA, August 15-17, 2024}, publisher = {Association for Information Systems}, year = {2024}, url = {https://aisel.aisnet.org/amcis2024/ai\_aa/ai\_aa/18}, timestamp = {Mon, 22 Jul 2024 14:42:57 +0200}, biburl = {https://dblp.org/rec/conf/amcis/KnippschildBRP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcis/Messer24, author = {Uwe Messer}, editor = {Michelle Carter and Kelly J. Fadel and Thomas O. Meservy and Deborah J. Armstrong and Amit Deokar and Matthew L. Jensen}, title = {Corrupted by Greed: Developer Profit Orientation as a Signal of Fairness and Transparency in {AI} Systems}, booktitle = {30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT, USA, August 15-17, 2024}, publisher = {Association for Information Systems}, year = {2024}, url = {https://aisel.aisnet.org/amcis2024/sig\_hci/sig\_hci/7}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amcis/Messer24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcis/QinHC24, author = {Liuliu Qin and Yuming He and Lan Cao}, editor = {Michelle Carter and Kelly J. Fadel and Thomas O. Meservy and Deborah J. Armstrong and Amit Deokar and Matthew L. Jensen}, title = {Unveiling the Relationship Between Algorithmic Controls and Fairness Monitoring}, booktitle = {30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT, USA, August 15-17, 2024}, publisher = {Association for Information Systems}, year = {2024}, url = {https://aisel.aisnet.org/amcis2024/cnow/cnow/2}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amcis/QinHC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apnet/ZhangF024, author = {Zhiping Zhang and Hongwei Fu and Changda Wang}, title = {Joint Optimization for Fairness-Revenue Adjustable Network Slices Embedding}, booktitle = {Proceedings of the 8th Asia-Pacific Workshop on Networking, APNet 2024, Sydney, Australia, August 3-4, 2024}, pages = {202--203}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3663408.3665817}, doi = {10.1145/3663408.3665817}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/apnet/ZhangF024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/HeWZLW24, author = {Jiatong He and Libing Wu and Zhuangzhuang Zhang and Na Lu and Xuejiang Wei}, editor = {Wenjie Zhang and Anthony K. H. Tung and Zhonglong Zheng and Zhengyi Yang and Xiaoyang Wang}, title = {Client Evaluation and Revision in Federated Learning: Towards Defending Free-Riders and Promoting Fairness}, booktitle = {Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14964}, pages = {100--118}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-7241-4\_7}, doi = {10.1007/978-981-97-7241-4\_7}, timestamp = {Wed, 04 Sep 2024 21:11:47 +0200}, biburl = {https://dblp.org/rec/conf/apweb/HeWZLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/ZhuZYD24, author = {Kaiqin Zhu and Jiping Zheng and Zhengchen Yang and Jie Dong}, editor = {Wenjie Zhang and Anthony K. H. Tung and Zhonglong Zheng and Zhengyi Yang and Xiaoyang Wang and Hongjie Guo}, title = {Identifying Rank-Happiness Maximizing Sets Under Group Fairness Constraints}, booktitle = {Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {14963}, pages = {325--341}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-7238-4\_21}, doi = {10.1007/978-981-97-7238-4\_21}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/apweb/ZhuZYD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aspdac/QinHYXA024, author = {Ruiyang Qin and Yuting Hu and Zheyu Yan and Jinjun Xiong and Ahmed Abbasi and Yiyu Shi}, title = {{FL-NAS:} Towards Fairness of {NAS} for Resource Constrained Devices via Large Language Models : (Invited Paper)}, booktitle = {Proceedings of the 29th Asia and South Pacific Design Automation Conference, {ASPDAC} 2024, Incheon, Korea, January 22-25, 2024}, pages = {429--434}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ASP-DAC58780.2024.10473847}, doi = {10.1109/ASP-DAC58780.2024.10473847}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aspdac/QinHYXA024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/AdigaTFMRSVWKBS24, author = {Abhijin Adiga and Yohai Trabelsi and Tanvir Ferdousi and Madhav V. Marathe and S. S. Ravi and Samarth Swarup and Anil Kumar S. Vullikanti and Mandy L. Wilson and Sarit Kraus and Reetwika Basu and Supriya Savalkar and Matthew Yourek and Michael Brady and Kirti Rajagopalan and Jonathan Yoder}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {13--21}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3662847}, doi = {10.5555/3635637.3662847}, timestamp = {Wed, 26 Jun 2024 14:06:50 +0200}, biburl = {https://dblp.org/rec/conf/atal/AdigaTFMRSVWKBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ChoKLLL0YY24, author = {Sung{-}Ho Cho and Kei Kimura and Kiki Liu and Kwei{-}guu Liu and Zhengjie Liu and Zhaohong Sun and Kentaro Yahiro and Makoto Yokoo}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Fairness and Efficiency Trade-off in Two-sided Matching}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {372--380}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3662886}, doi = {10.5555/3635637.3662886}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/ChoKLLL0YY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/CimpeanJLN24, author = {Alexandra Cimpean and Catholijn M. Jonker and Pieter Libin and Ann Now{\'{e}}}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {A Reinforcement Learning Framework for Studying Group and Individual Fairness}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2216--2218}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663112}, doi = {10.5555/3635637.3663112}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/CimpeanJLN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/DamleSG24, author = {Sankarshan Damle and Varul Srivastava and Sujit Gujar}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {No Transaction Fees? No Problem! Achieving Fairness in Transaction Fee Mechanism Design}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2228--2230}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663116}, doi = {10.5555/3635637.3663116}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/DamleSG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Hummel024, author = {Halvard Hummel and Ayumi Igarashi}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Keeping the Harmony Between Neighbors: Local Fairness in Graph Fair Division}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {852--860}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3662939}, doi = {10.5555/3635637.3662939}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/Hummel024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Lam000W24, author = {Alexander Lam and Haris Aziz and Bo Li and Fahimeh Ramezani and Toby Walsh}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Proportional Fairness in Obnoxious Facility Location}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {1075--1083}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3662963}, doi = {10.5555/3635637.3662963}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/Lam000W24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/MicheelW24, author = {Karl Jochen Micheel and Ana{\"{e}}lle Wilczynski}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Fairness in Repeated House Allocation}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2390--2392}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663170}, doi = {10.5555/3635637.3663170}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/MicheelW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Pokhriyal0GDG24, author = {Subham Pokhriyal and Shweta Jain and Ganesh Ghalme and Swapnil Dhamal and Sujit Gujar}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {1576--1584}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663018}, doi = {10.5555/3635637.3663018}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/Pokhriyal0GDG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/SmitS24, author = {Jacobus Smit and Fernando P. Santos}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Fairness and Cooperation between Independent Reinforcement Learners through Indirect Reciprocity}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2468--2470}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663196}, doi = {10.5555/3635637.3663196}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/SmitS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/SolankiG024, author = {Sambhav Solanki and Sujit Gujar and Shweta Jain}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Fairness and Privacy Guarantees in Federated Contextual Bandits}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2471--2473}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663197}, doi = {10.5555/3635637.3663197}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/SolankiG024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Sood0G24, author = {Archit Sood and Shweta Jain and Sujit Gujar}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Fairness of Exposure in Online Restless Multi-armed Bandits}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2474--2476}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663198}, doi = {10.5555/3635637.3663198}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/Sood0G24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Teh24, author = {Nicholas Teh}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Distributive and Temporal Fairness in Algorithmic Collective Decision-Making}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {2779--2781}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663284}, doi = {10.5555/3635637.3663284}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/Teh24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ThorveMVMS24, author = {Swapna Thorve and Henning S. Mortveit and Anil Vullikanti and Madhav V. Marathe and Samarth Swarup}, editor = {Mehdi Dastani and Jaime Sim{\~{a}}o Sichman and Natasha Alechina and Virginia Dignum}, title = {Assessing Fairness of Residential Dynamic Pricing for Electricity using Active Learning with Agent-based Simulation}, booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10, 2024}, pages = {1827--1836}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems / {ACM}}, year = {2024}, url = {https://dl.acm.org/doi/10.5555/3635637.3663045}, doi = {10.5555/3635637.3663045}, timestamp = {Fri, 03 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/ThorveMVMS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bea/SchallerDHMJ24, author = {Nils{-}Jonathan Schaller and Yuning Ding and Andrea Horbach and Jennifer Meyer and Thorben Jansen}, editor = {Ekaterina Kochmar and Marie Bexte and Jill Burstein and Andrea Horbach and Ronja Laarmann{-}Quante and Ana{\"{\i}}s Tack and Victoria Yaneva and Zheng Yuan}, title = {Fairness in Automated Essay Scoring: {A} Comparative Analysis of Algorithms on German Learner Essays from Secondary Education}, booktitle = {Proceedings of the 19th Workshop on Innovative Use of {NLP} for Building Educational Applications, {BEA} 2024, Mexico City, Mexico, June 20, 2024}, pages = {210--221}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://aclanthology.org/2024.bea-1.18}, timestamp = {Thu, 26 Sep 2024 17:06:35 +0200}, biburl = {https://dblp.org/rec/conf/bea/SchallerDHMJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bea/StoweLFAGS24, author = {Kevin Stowe and Benny Longwill and Alyssa Francis and Tatsuya Aoyama and Debanjan Ghosh and Swapna Somasundaran}, editor = {Ekaterina Kochmar and Marie Bexte and Jill Burstein and Andrea Horbach and Ronja Laarmann{-}Quante and Ana{\"{\i}}s Tack and Victoria Yaneva and Zheng Yuan}, title = {Identifying Fairness Issues in Automatically Generated Testing Content}, booktitle = {Proceedings of the 19th Workshop on Innovative Use of {NLP} for Building Educational Applications, {BEA} 2024, Mexico City, Mexico, June 20, 2024}, pages = {232--250}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://aclanthology.org/2024.bea-1.20}, timestamp = {Thu, 26 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bea/StoweLFAGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigcomp/000124, author = {Christopher G. Harris}, editor = {Herwig Unger and Jinseok Chae and Young{-}Koo Lee and Christian Wagner and Chaokun Wang and Mehdi Bennis and Mahasak Ketcham and Young{-}Kyoon Suh and Hyuk{-}Yoon Kwon}, title = {Combining Human-in-the-Loop Systems and {AI} Fairness Toolkits to Reduce Age Bias in {AI} Job Hiring Algorithms}, booktitle = {{IEEE} International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024}, pages = {60--66}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/BigComp60711.2024.00019}, doi = {10.1109/BIGCOMP60711.2024.00019}, timestamp = {Thu, 18 Apr 2024 16:24:12 +0200}, biburl = {https://dblp.org/rec/conf/bigcomp/000124.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bioma/YustePD24, author = {Javier Yuste and Eduardo G. Pardo and Abraham Duarte}, editor = {Marc Sevaux and Alexandru{-}Liviu Olteanu and Eduardo G. Pardo and Angelo Sifaleras and Salma Makboul}, title = {Optimization of Fairness and Accuracy on Logistic Regression Models}, booktitle = {Metaheuristics - 15th International Conference, {MIC} 2024, Lorient, France, June 4-7, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14753}, pages = {383--389}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-62912-9\_37}, doi = {10.1007/978-3-031-62912-9\_37}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bioma/YustePD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/birthday/AbdullaAGKV24, author = {Parosh Aziz Abdulla and Mohamed Faouzi Atig and Adwait Godbole and Shankara Narayanan Krishna and Mihir Vahanwala}, editor = {Stefan Kiefer and Jan Kret{\'{\i}}nsk{\'{y}} and Anton{\'{\i}}n Kucera}, title = {Fairness and Liveness Under Weak Consistency}, booktitle = {Taming the Infinities of Concurrency - Essays Dedicated to Javier Esparza on the Occasion of His 60th Birthday}, series = {Lecture Notes in Computer Science}, volume = {14660}, pages = {1--21}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56222-8\_1}, doi = {10.1007/978-3-031-56222-8\_1}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/birthday/AbdullaAGKV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/blackseecom/GomezKCS24, author = {Jose Gomez and Elie F. Kfoury and Jorge Crichigno and Gautam Srivastava}, title = {Improving {TCP} Fairness in Non-Programmable Networks Using P4-Programmable Data Planes}, booktitle = {{IEEE} International Black Sea Conference on Communications and Networking, BlackSeaCom 2024, Tbilisi, Georgia, June 24-27, 2024}, pages = {102--107}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/BlackSeaCom61746.2024.10646283}, doi = {10.1109/BLACKSEACOM61746.2024.10646283}, timestamp = {Sat, 21 Sep 2024 13:54:08 +0200}, biburl = {https://dblp.org/rec/conf/blackseecom/GomezKCS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/blockchain2/AlipanahlooZA24, author = {Zeinab Alipanahloo and Kaiwen Zhang and Emmanuel Awosika}, title = {Quantifying Fairness Granularity as a Fair Ordering Policy Towards {MEV} Mitigation for Rollups}, booktitle = {{IEEE} International Conference on Blockchain, Blockchain 2024, Copenhagen, Denmark, August 19-22, 2024}, pages = {209--218}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/Blockchain62396.2024.00035}, doi = {10.1109/BLOCKCHAIN62396.2024.00035}, timestamp = {Tue, 15 Oct 2024 13:23:17 +0200}, biburl = {https://dblp.org/rec/conf/blockchain2/AlipanahlooZA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccnc/NakagawaOY24, author = {Rei Nakagawa and Satoshi Ohzahata and Ryo Yamamoto}, title = {Accelerating Feedback Control for QoE Fairness in Adaptive Video Streaming Over {ICN}}, booktitle = {21st {IEEE} Consumer Communications {\&} Networking Conference, {CCNC} 2024, Las Vegas, NV, USA, January 6-9, 2024}, pages = {98--106}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CCNC51664.2024.10454865}, doi = {10.1109/CCNC51664.2024.10454865}, timestamp = {Tue, 26 Mar 2024 22:14:36 +0100}, biburl = {https://dblp.org/rec/conf/ccnc/NakagawaOY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/AljuneidiHAWB24, author = {Saja Aljuneidi and Wilko Heuten and Larbi Abdenebaoui and Maria K. Wolters and Susanne Boll}, editor = {Florian 'Floyd' Mueller and Penny Kyburz and Julie R. Williamson and Corina Sas and Max L. Wilson and Phoebe O. Toups Dugas and Irina Shklovski}, title = {Why the Fine, AI? The Effect of Explanation Level on Citizens' Fairness Perception of AI-based Discretion in Public Administrations}, booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024}, pages = {318:1--318:18}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3613904.3642535}, doi = {10.1145/3613904.3642535}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/AljuneidiHAWB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/CaiPNW24, author = {Jie Cai and Aashka Patel and Azadeh Naderi and Donghee Yvette Wohn}, editor = {Florian 'Floyd' Mueller and Penny Kyburz and Julie R. Williamson and Corina Sas}, title = {Content Moderation Justice and Fairness on Social Media: Comparisons Across Different Contexts and Platforms}, booktitle = {Extended Abstracts of the {CHI} Conference on Human Factors in Computing Systems, {CHI} {EA} 2024, Honolulu, HI, USA, May 11-16, 2024}, pages = {84:1--84:9}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3613905.3650882}, doi = {10.1145/3613905.3650882}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/CaiPNW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/ChongYC24, author = {Andrew Chong and Ji Su Yoo and Coye Cheshire}, editor = {Florian 'Floyd' Mueller and Penny Kyburz and Julie R. Williamson and Corina Sas and Max L. Wilson and Phoebe O. Toups Dugas and Irina Shklovski}, title = {Perceptions of Fairness in Technology-Mediated Marketplaces}, booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024}, pages = {292:1--292:13}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3613904.3642678}, doi = {10.1145/3613904.3642678}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/ChongYC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/HarrisonBBDBBU24, author = {Galen Harrison and Kevin Bryson and Ahmad Emmanuel Balla Bamba and Luca Dovichi and Aleksander Herrmann Binion and Arthur Borem and Blase Ur}, editor = {Florian 'Floyd' Mueller and Penny Kyburz and Julie R. Williamson and Corina Sas and Max L. Wilson and Phoebe O. Toups Dugas and Irina Shklovski}, title = {JupyterLab in Retrograde: Contextual Notifications That Highlight Fairness and Bias Issues for Data Scientists}, booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024}, pages = {475:1--475:19}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3613904.3642755}, doi = {10.1145/3613904.3642755}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/HarrisonBBDBBU24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/SchoefferD024, author = {Jakob Schoeffer and Maria De{-}Arteaga and Niklas K{\"{u}}hl}, editor = {Florian 'Floyd' Mueller and Penny Kyburz and Julie R. Williamson and Corina Sas and Max L. Wilson and Phoebe O. Toups Dugas and Irina Shklovski}, title = {Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making}, booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024}, pages = {836:1--836:18}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3613904.3642621}, doi = {10.1145/3613904.3642621}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/SchoefferD024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/ZhangC24, author = {Xiaoping Zhang and Xusen Cheng}, editor = {Florian 'Floyd' Mueller and Penny Kyburz and Julie R. Williamson and Corina Sas and Max L. Wilson and Phoebe O. Toups Dugas and Irina Shklovski}, title = {I lose vs. {I} earn: Consumer perceived price fairness toward algorithmic (vs. human) price discrimination}, booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024}, pages = {473:1--473:17}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3613904.3642280}, doi = {10.1145/3613904.3642280}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/ZhangC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ciss/LiCZZ24, author = {Yunqi Li and Hanxiong Chen and Lanjing Zhang and Yongfeng Zhang}, title = {Fairness in Survival Outcome Prediction for Medical Treatments}, booktitle = {58th Annual Conference on Information Sciences and Systems, {CISS} 2024, Princeton, NJ, USA, March 13-15, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CISS59072.2024.10480160}, doi = {10.1109/CISS59072.2024.10480160}, timestamp = {Wed, 17 Apr 2024 17:17:10 +0200}, biburl = {https://dblp.org/rec/conf/ciss/LiCZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ciss/LiZZ24, author = {Yunqi Li and Lanjing Zhang and Yongfeng Zhang}, title = {Probing into the Fairness of Large Language Models: {A} Case Study of ChatGPT}, booktitle = {58th Annual Conference on Information Sciences and Systems, {CISS} 2024, Princeton, NJ, USA, March 13-15, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CISS59072.2024.10480206}, doi = {10.1109/CISS59072.2024.10480206}, timestamp = {Tue, 30 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ciss/LiZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clear2/GultchinGMCS24, author = {Limor Gultchin and Siyuan Guo and Alan Malek and Silvia Chiappa and Ricardo Silva}, editor = {Francesco Locatello and Vanessa Didelez}, title = {Pragmatic Fairness: Developing Policies with Outcome Disparity Control}, booktitle = {Causal Learning and Reasoning, 1-3 April 2024, Los Angeles, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {236}, pages = {243--264}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v236/gultchin24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/clear2/GultchinGMCS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/codaspy/FreibergerB24, author = {Vincent Freiberger and Erik Buchmann}, editor = {Hongxin Hu and Andrew H. Sung and Rakesh M. Verma}, title = {Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies}, booktitle = {Proceedings of the 10th {ACM} International Workshop on Security and Privacy Analytics, {IWSPA} 2024, Porto, Portugal, 21 June 2024}, pages = {15--22}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3643651.3659890}, doi = {10.1145/3643651.3659890}, timestamp = {Sun, 06 Oct 2024 20:58:29 +0200}, biburl = {https://dblp.org/rec/conf/codaspy/FreibergerB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/SantoshBSGN24, author = {T. Y. S. S. Santosh and Nina Baumgartner and Matthias St{\"{u}}rmer and Matthias Grabmair and Joel Niklaus}, editor = {Nicoletta Calzolari and Min{-}Yen Kan and V{\'{e}}ronique Hoste and Alessandro Lenci and Sakriani Sakti and Nianwen Xue}, title = {Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset}, booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024, 20-25 May, 2024, Torino, Italy}, pages = {16500--16513}, publisher = {{ELRA} and {ICCL}}, year = {2024}, url = {https://aclanthology.org/2024.lrec-main.1434}, timestamp = {Thu, 23 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/SantoshBSGN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/compsac/YinZS24, author = {Ziqiang Yin and Wentian Zhao and Tian Song}, editor = {Hossain Shahriar and Hiroyuki Ohsaki and Moushumi Sharmin and Dave Towey and A. K. M. Jahangir Alam Majumder and Yoshiaki Hori and Ji{-}Jiang Yang and Michiharu Takemoto and Nazmus Sakib and Ryohei Banno and Sheikh Iqbal Ahamed}, title = {Boundary-Guided Black-Box Fairness Testing}, booktitle = {48th {IEEE} Annual Computers, Software, and Applications Conference, {COMPSAC} 2024, Osaka, Japan, July 2-4, 2024}, pages = {1230--1239}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/COMPSAC61105.2024.00163}, doi = {10.1109/COMPSAC61105.2024.00163}, timestamp = {Thu, 05 Sep 2024 13:56:33 +0200}, biburl = {https://dblp.org/rec/conf/compsac/YinZS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/comsnets/HollandP0Z24, author = {Ryan Holland and Shantanu Pal and Lei Pan and Leo Yu Zhang}, title = {Backdoor Attacks and Generative Model Fairness: Current Trends and Future Research Directions}, booktitle = {16th International Conference on COMmunication Systems {\&} NETworkS, {COMSNETS} 2024, Bengaluru, India, January 3-7, 2024}, pages = {31--36}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/COMSNETS59351.2024.10427172}, doi = {10.1109/COMSNETS59351.2024.10427172}, timestamp = {Fri, 01 Mar 2024 14:04:41 +0100}, biburl = {https://dblp.org/rec/conf/comsnets/HollandP0Z24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/concur/ArandaBDV24, author = {Jes{\'{u}}s Aranda and Sebasti{\'{a}}n Betancourt and Juan Francisco D{\'{\i}}az and Frank Valencia}, editor = {Rupak Majumdar and Alexandra Silva}, title = {Fairness and Consensus in an Asynchronous Opinion Model for Social Networks}, booktitle = {35th International Conference on Concurrency Theory, {CONCUR} 2024, September 9-13, 2024, Calgary, Canada}, series = {LIPIcs}, volume = {311}, pages = {7:1--7:17}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.CONCUR.2024.7}, doi = {10.4230/LIPICS.CONCUR.2024.7}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/concur/ArandaBDV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/concur/SpronckLW24, author = {Myrthe S. C. Spronck and Bas Luttik and Tim A. C. Willemse}, editor = {Rupak Majumdar and Alexandra Silva}, title = {Progress, Justness and Fairness in Modal {\(\mu\)}-Calculus Formulae}, booktitle = {35th International Conference on Concurrency Theory, {CONCUR} 2024, September 9-13, 2024, Calgary, Canada}, series = {LIPIcs}, volume = {311}, pages = {38:1--38:22}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.CONCUR.2024.38}, doi = {10.4230/LIPICS.CONCUR.2024.38}, timestamp = {Fri, 30 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/concur/SpronckLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cpaior/ChenHL24, author = {Violet Xinying Chen and John N. Hooker and Derek Leben}, editor = {Bistra Dilkina}, title = {Assessing Group Fairness with Social Welfare Optimization}, booktitle = {Integration of Constraint Programming, Artificial Intelligence, and Operations Research - 21st International Conference, {CPAIOR} 2024, Uppsala, Sweden, May 28-31, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14742}, pages = {208--225}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-60597-0\_14}, doi = {10.1007/978-3-031-60597-0\_14}, timestamp = {Tue, 04 Jun 2024 16:20:51 +0200}, biburl = {https://dblp.org/rec/conf/cpaior/ChenHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/crypto/CiampiKS24, author = {Michele Ciampi and Aggelos Kiayias and Yu Shen}, editor = {Leonid Reyzin and Douglas Stebila}, title = {Universal Composable Transaction Serialization with Order Fairness}, booktitle = {Advances in Cryptology - {CRYPTO} 2024 - 44th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 18-22, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14921}, pages = {147--180}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-68379-4\_5}, doi = {10.1007/978-3-031-68379-4\_5}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/crypto/CiampiKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscwd/GuoZL24, author = {Hongze Guo and Haibin Zhu and Dongning Liu}, editor = {Weiming Shen and Jean{-}Paul A. Barth{\`{e}}s and Junzhou Luo and Tie Qiu and Xiaobo Zhou and Jinghui Zhang and Haibin Zhu and Kunkun Peng and Tianyi Xu and Ning Chen}, title = {Avoiding Information Leakage in the Formation of Crowdsourcing Teams via Extended Group Multirole Assignment Considering Fairness}, booktitle = {27th International Conference on Computer Supported Cooperative Work in Design, {CSCWD} 2024, Tianjin, China, May 8-10, 2024}, pages = {1467--1472}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CSCWD61410.2024.10580062}, doi = {10.1109/CSCWD61410.2024.10580062}, timestamp = {Mon, 29 Jul 2024 16:18:15 +0200}, biburl = {https://dblp.org/rec/conf/cscwd/GuoZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csfw/MakhloufSAP24, author = {Karima Makhlouf and Tamara Stefanovic and H{\'{e}}ber Hwang Arcolezi and Catuscia Palamidessi}, title = {A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results}, booktitle = {37th {IEEE} Computer Security Foundations Symposium, {CSF} 2024, Enschede, Netherlands, July 8-12, 2024}, pages = {1--16}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CSF61375.2024.00039}, doi = {10.1109/CSF61375.2024.00039}, timestamp = {Tue, 01 Oct 2024 21:33:36 +0200}, biburl = {https://dblp.org/rec/conf/csfw/MakhloufSAP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/CuiZW00Z24, author = {Jiequan Cui and Beier Zhu and Xin Wen and Xiaojuan Qi and Bei Yu and Hanwang Zhang}, title = {Classes Are Not Equal: An Empirical Study on Image Recognition Fairness}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {23283--23292}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.02197}, doi = {10.1109/CVPR52733.2024.02197}, timestamp = {Fri, 04 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/CuiZW00Z24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/DehdashtianSB24, author = {Sepehr Dehdashtian and Bashir Sadeghi and Vishnu Naresh Boddeti}, title = {Utility-Fairness Trade-Offs and how to Find Them}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {12038--12046}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.01144}, doi = {10.1109/CVPR52733.2024.01144}, timestamp = {Wed, 02 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/DehdashtianSB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KolliasAK22, author = {Dimitrios D. Kollias and Anastasios Arsenos and Stefanos Kollias}, title = {Domain adaptation, Explainability {\&} Fairness in {AI} for Medical Image Analysis: Diagnosis of {COVID-19} based on 3-D Chest CT-scans}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024}, pages = {4907--4914}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPRW63382.2024.00495}, doi = {10.1109/CVPRW63382.2024.00495}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/KolliasAK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LinHJWD024, author = {Li Lin and Xinan He and Yan Ju and Xin Wang and Feng Ding and Shu Hu}, title = {Preserving Fairness Generalization in Deepfake Detection}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {16815--16825}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.01591}, doi = {10.1109/CVPR52733.2024.01591}, timestamp = {Tue, 08 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LinHJWD024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Luo0KA0Y0SKE0024, author = {Yan Luo and Min Shi and Muhammad Osama Khan and Muhammad Muneeb Afzal and Hao Huang and Shuaihang Yuan and Yu Tian and Luo Song and Ava Kouhana and Tobias Elze and Yi Fang and Mengyu Wang}, title = {FairCLIP: Harnessing Fairness in Vision-Language Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {12289--12301}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.01168}, doi = {10.1109/CVPR52733.2024.01168}, timestamp = {Wed, 02 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/Luo0KA0Y0SKE0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SlymanLCK24, author = {Eric Slyman and Stefan Lee and Scott Cohen and Kushal Kafle}, title = {FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {13905--13916}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.01319}, doi = {10.1109/CVPR52733.2024.01319}, timestamp = {Fri, 04 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/SlymanLCK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhangZM0R24, author = {Yanghao Zhang and Tianle Zhang and Ronghui Mu and Xiaowei Huang and Wenjie Ruan}, title = {Towards Fairness-Aware Adversarial Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {24746--24755}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.02337}, doi = {10.1109/CVPR52733.2024.02337}, timestamp = {Fri, 04 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ZhangZM0R24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dawak/DuongC24, author = {Manh Khoi Duong and Stefan Conrad}, editor = {Robert Wrembel and Silvia Chiusano and Gabriele Kotsis and A Min Tjoa and Ismail Khalil}, title = {Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques}, booktitle = {Big Data Analytics and Knowledge Discovery - 26th International Conference, DaWaK 2024, Naples, Italy, August 26-28, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14912}, pages = {375--380}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-68323-7\_33}, doi = {10.1007/978-3-031-68323-7\_33}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dawak/DuongC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dolap/HasanPSS24, author = {Md Mahade Hasan and Soha Pervez and Maria Stratigi and Kostas Stefanidis}, editor = {Enrico Gallinucci and Matteo Lissandrini}, title = {{SQUIRREL} 2.0: Fairness {\&} Explanations for Sequential Group Recommendations}, booktitle = {Proceedings of the 26th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data {(DOLAP} 2024) co-located with the 27th International Conference on Extending Database Technology and the 27th International Conference on Database Theory {(EDBT/ICDT} 2024), Paestum, Italy, March 25, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3653}, pages = {63--67}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3653/short1.pdf}, timestamp = {Tue, 02 Apr 2024 16:32:10 +0200}, biburl = {https://dblp.org/rec/conf/dolap/HasanPSS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eScience/LiKDPX24, author = {Zhiwei Li and Carl Kesselman and Mike D'Arcy and Michael Pazzani and Benjamin Yizing Xu}, title = {Deriva-ML: {A} Continuous FAIRness Approach to Reproducible Machine Learning Models}, booktitle = {20th {IEEE} International Conference on e-Science, e-Science 2024, Osaka, Japan, September 16-20, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/e-Science62913.2024.10678671}, doi = {10.1109/E-SCIENCE62913.2024.10678671}, timestamp = {Tue, 01 Oct 2024 21:41:37 +0200}, biburl = {https://dblp.org/rec/conf/eScience/LiKDPX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eacl/HuaGXJLZ24, author = {Wenyue Hua and Yingqiang Ge and Shuyuan Xu and Jianchao Ji and Zelong Li and Yongfeng Zhang}, editor = {Yvette Graham and Matthew Purver}, title = {{UP5:} Unbiased Foundation Model for Fairness-aware Recommendation}, booktitle = {Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, {EACL} 2024 - Volume 1: Long Papers, St. Julian's, Malta, March 17-22, 2024}, pages = {1899--1912}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://aclanthology.org/2024.eacl-long.114}, timestamp = {Tue, 02 Apr 2024 16:32:10 +0200}, biburl = {https://dblp.org/rec/conf/eacl/HuaGXJLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/AlonsoCortesCB24, author = {Marina Alonso{-}Cort{\'{e}}s and Iv{\'{a}}n Cantador and Alejandro Bellog{\'{\i}}n}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {Recommendation Fairness in eParticipation: Listening to Minority, Vulnerable and {NIMBY} Citizens}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14611}, pages = {420--436}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56066-8\_31}, doi = {10.1007/978-3-031-56066-8\_31}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/AlonsoCortesCB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/BorattoFFMM24, author = {Ludovico Boratto and Francesco Fabbri and Gianni Fenu and Mirko Marras and Giacomo Medda}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {Robustness in Fairness Against Edge-Level Perturbations in GNN-Based Recommendation}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {14610}, pages = {38--55}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56063-7\_3}, doi = {10.1007/978-3-031-56063-7\_3}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/BorattoFFMM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/Healy24, author = {Sean Healy}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {Shuffling a Few Stalls in a Crowded Bazaar: Potential Impact of Document-Side Fairness on Unprivileged Info-Seekers}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {14612}, pages = {338--340}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56069-9\_43}, doi = {10.1007/978-3-031-56069-9\_43}, timestamp = {Fri, 29 Mar 2024 23:01:36 +0100}, biburl = {https://dblp.org/rec/conf/ecir/Healy24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/LiuLAMAR24, author = {Yuanna Liu and Ming Li and Mozhdeh Ariannezhad and Masoud Mansoury and Mohammad Aliannejadi and Maarten de Rijke}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {Measuring Item Fairness in Next Basket Recommendation: {A} Reproducibility Study}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14611}, pages = {210--225}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56066-8\_18}, doi = {10.1007/978-3-031-56066-8\_18}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/LiuLAMAR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/RajE24, author = {Amifa Raj and Michael D. Ekstrand}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {Towards Optimizing Ranking in Grid-Layout for Provider-Side Fairness}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {14612}, pages = {90--105}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56069-9\_7}, doi = {10.1007/978-3-031-56069-9\_7}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/RajE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/RusYR24, author = {Clara Rus and Andrew Yates and Maarten de Rijke}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {A Study of Pre-processing Fairness Intervention Methods for Ranking People}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14611}, pages = {336--350}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56066-8\_26}, doi = {10.1007/978-3-031-56066-8\_26}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/RusYR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/SalganikDF24, author = {Rebecca Salganik and Fernando Diaz and Golnoosh Farnadi}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {Fairness Through Domain Awareness: Mitigating Popularity Bias for Music Discovery}, booktitle = {Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14611}, pages = {351--368}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56066-8\_27}, doi = {10.1007/978-3-031-56066-8\_27}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/SalganikDF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/ShahamGS24, author = {Sina Shaham and Gabriel Ghinita and Cyrus Shahabi}, editor = {Letizia Tanca and Qiong Luo and Giuseppe Polese and Loredana Caruccio and Xavier Oriol and Donatella Firmani}, title = {Fair Spatial Indexing: {A} paradigm for Group Spatial Fairness}, booktitle = {Proceedings 27th International Conference on Extending Database Technology, {EDBT} 2024, Paestum, Italy, March 25 - March 28}, pages = {150--161}, publisher = {OpenProceedings.org}, year = {2024}, url = {https://doi.org/10.48786/edbt.2024.14}, doi = {10.48786/EDBT.2024.14}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edbt/ShahamGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/WangLBW24, author = {Yanhao Wang and Yuchen Li and Francesco Bonchi and Ying Wang}, editor = {Letizia Tanca and Qiong Luo and Giuseppe Polese and Loredana Caruccio and Xavier Oriol and Donatella Firmani}, title = {Balancing Utility and Fairness in Submodular Maximization}, booktitle = {Proceedings 27th International Conference on Extending Database Technology, {EDBT} 2024, Paestum, Italy, March 25 - March 28}, pages = {1--14}, publisher = {OpenProceedings.org}, year = {2024}, url = {https://doi.org/10.48786/edbt.2024.01}, doi = {10.48786/EDBT.2024.01}, timestamp = {Fri, 05 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edbt/WangLBW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esem/DuC24, author = {Chengwen Du and Tao Chen}, editor = {Xavier Franch and Maya Daneva and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Luigi Quaranta}, title = {Contexts Matter: An Empirical Study on Contextual Influence in Fairness Testing for Deep Learning Systems}, booktitle = {Proceedings of the 18th {ACM/IEEE} International Symposium on Empirical Software Engineering and Measurement, {ESEM} 2024, Barcelona, Spain, October 24-25, 2024}, pages = {107--118}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3674805.3686673}, doi = {10.1145/3674805.3686673}, timestamp = {Thu, 17 Oct 2024 10:52:35 +0200}, biburl = {https://dblp.org/rec/conf/esem/DuC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esem/NguyenBLS24, author = {Thanh Nguyen and Maria Teresa Baldassarre and Luiz Fernando de Lima and Ronnie de Souza Santos}, editor = {Xavier Franch and Maya Daneva and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Luigi Quaranta}, title = {From Literature to Practice: Exploring Fairness Testing Tools for the Software Industry Adoption}, booktitle = {Proceedings of the 18th {ACM/IEEE} International Symposium on Empirical Software Engineering and Measurement, {ESEM} 2024, Barcelona, Spain, October 24-25, 2024}, pages = {549--555}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3674805.3695404}, doi = {10.1145/3674805.3695404}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esem/NguyenBLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esem/PalombaSRFCGDVP24, author = {Fabio Palomba and Andrea Di Sorbo and Davide Di Ruscio and Filomena Ferrucci and Gemma Catolino and Giammaria Giordano and Dario {Di Dario} and Gianmario Voria and Viviana Pentangelo and Maria Tortorella and Arnaldo Sgueglia and Claudio Di Sipio and Giordano d'Aloisio and Antinisca Di Marco}, editor = {Xavier Franch and Maya Daneva and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Luigi Quaranta}, title = {{FRINGE:} context-aware FaiRness engineerING in complex software systEms}, booktitle = {Proceedings of the 18th {ACM/IEEE} International Symposium on Empirical Software Engineering and Measurement, {ESEM} 2024, Barcelona, Spain, October 24-25, 2024}, pages = {608--612}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3674805.3695394}, doi = {10.1145/3674805.3695394}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esem/PalombaSRFCGDVP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esem/SantosLBS24, author = {Ronnie de Souza Santos and Luiz Fernando de Lima and Maria Teresa Baldassarre and Rodrigo O. Sp{\'{\i}}nola}, editor = {Xavier Franch and Maya Daneva and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Luigi Quaranta}, title = {Preliminary Insights on Industry Practices for Addressing Fairness Debt}, booktitle = {Proceedings of the 18th {ACM/IEEE} International Symposium on Empirical Software Engineering and Measurement, {ESEM} 2024, Barcelona, Spain, October 24-25, 2024}, pages = {566--571}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3674805.3695406}, doi = {10.1145/3674805.3695406}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esem/SantosLBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esem/SesariSR24, author = {Emeralda Sesari and Federica Sarro and Ayushi Rastogi}, editor = {Xavier Franch and Maya Daneva and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Luigi Quaranta}, title = {Understanding Fairness in Software Engineering: Insights from Stack Exchange Sites}, booktitle = {Proceedings of the 18th {ACM/IEEE} International Symposium on Empirical Software Engineering and Measurement, {ESEM} 2024, Barcelona, Spain, October 24-25, 2024}, pages = {269--280}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3674805.3686687}, doi = {10.1145/3674805.3686687}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esem/SesariSR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/0002SHH24, author = {Joachim Baumann and Piotr Sapiezynski and Christoph Heitz and Aniko Hannak}, title = {Fairness in Online Ad Delivery}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1418--1432}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658980}, doi = {10.1145/3630106.3658980}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/0002SHH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/AkpinarLC24, author = {Nil{-}Jana Akpinar and Zachary C. Lipton and Alexandra Chouldechova}, title = {The Impact of Differential Feature Under-reporting on Algorithmic Fairness}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1355--1382}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658977}, doi = {10.1145/3630106.3658977}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/AkpinarLC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/BinkyteGP24, author = {Ruta Binkyte and Daniele Gorla and Catuscia Palamidessi}, title = {BaBE: Enhancing Fairness via Estimation of Explaining Variables}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1917--1925}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659016}, doi = {10.1145/3630106.3659016}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/BinkyteGP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/BlandinK24, author = {Jack Blandin and Ian A. Kash}, title = {Learning Fairness from Demonstrations via Inverse Reinforcement Learning}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {51--61}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658539}, doi = {10.1145/3630106.3658539}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/BlandinK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/CalviMK24, author = {Alessandra Calvi and Gianclaudio Malgieri and Dimitris Kotzinos}, title = {The unfair side of Privacy Enhancing Technologies: addressing the trade-offs between PETs and fairness}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {2047--2059}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659024}, doi = {10.1145/3630106.3659024}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/CalviMK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/Chan0QZMT24, author = {Eunice Chan and Zhining Liu and Ruizhong Qiu and Yuheng Zhang and Ross Maciejewski and Hanghang Tong}, title = {Group Fairness via Group Consensus}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1788--1808}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659006}, doi = {10.1145/3630106.3659006}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/Chan0QZMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/DeckSD024, author = {Luca Deck and Jakob Schoeffer and Maria De{-}Arteaga and Niklas K{\"{u}}hl}, title = {A Critical Survey on Fairness Benefits of Explainable {AI}}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1579--1595}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658990}, doi = {10.1145/3630106.3658990}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/DeckSD024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/Finocchiaro24, author = {Jessie Finocchiaro}, title = {Using Property Elicitation to Understand the Impacts of Fairness Regularizers}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {62--73}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658540}, doi = {10.1145/3630106.3658540}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/Finocchiaro24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/JaimeK24, author = {Sofia Jaime and Christoph Kern}, title = {Ethnic Classifications in Algorithmic Fairness: Concepts, Measures and Implications in Practice}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {237--253}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658902}, doi = {10.1145/3630106.3658902}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/JaimeK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/LaszkiewiczDVFL24, author = {Mike Laszkiewicz and Imant Daunhawer and Julia E. Vogt and Asja Fischer and Johannes Lederer}, title = {Benchmarking the Fairness of Image Upsampling Methods}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {489--517}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658921}, doi = {10.1145/3630106.3658921}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/LaszkiewiczDVFL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/LunichK24, author = {Marco L{\"{u}}nich and Birte Keller}, title = {Explainable Artificial Intelligence for Academic Performance Prediction. An Experimental Study on the Impact of Accuracy and Simplicity of Decision Trees on Causability and Fairness Perceptions}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1031--1042}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658953}, doi = {10.1145/3630106.3658953}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/LunichK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/Mickel24, author = {Jennifer Mickel}, title = {Racial/Ethnic Categories in {AI} and Algorithmic Fairness: Why They Matter and What They Represent}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {2484--2494}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659050}, doi = {10.1145/3630106.3659050}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/Mickel24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/Ni00SD24, author = {Hongliang Ni and Lei Han and Tong Chen and Shazia W. Sadiq and Gianluca Demartini}, title = {Fairness without Sensitive Attributes via Knowledge Sharing}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1897--1906}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659014}, doi = {10.1145/3630106.3659014}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/Ni00SD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/PoeM24, author = {Robert Lee Poe and Soumia Zohra El Mestari}, title = {The Conflict Between Algorithmic Fairness and Non-Discrimination: An Analysis of Fair Automated Hiring}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1907--1916}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659015}, doi = {10.1145/3630106.3659015}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/PoeM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/Reyes-CruzCPDLL24, author = {Gisela Reyes{-}Cruz and Peter J. Craigon and Anna{-}Maria Piskopani and Liz Dowthwaite and Yang Lu and Justyna Lisinska and Elnaz Shafipour and Sebastian Stein and Joel E. Fischer}, title = {"Like rearranging deck chairs on the Titanic"? Feasibility, Fairness, and Ethical Concerns of a Citizen Carbon Budget for Reducing {CO2} Emissions}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {267--278}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658904}, doi = {10.1145/3630106.3658904}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/Reyes-CruzCPDLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/SimsonFK24, author = {Jan Simson and Alessandro Fabris and Christoph Kern}, title = {Lazy Data Practices Harm Fairness Research}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {642--659}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658931}, doi = {10.1145/3630106.3658931}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/SimsonFK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/SimsonPK24, author = {Jan Simson and Florian Pfisterer and Christoph Kern}, title = {One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1305--1320}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658974}, doi = {10.1145/3630106.3658974}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/SimsonPK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/SmallSMSC24, author = {Edward Small and Kacper Sokol and Daniel Manning and Flora D. Salim and Jeffrey Chan}, title = {Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {1559--1578}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658989}, doi = {10.1145/3630106.3658989}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/SmallSMSC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/SmithSBF24, author = {Jessie J. Smith and Aishwarya Satwani and Robin Burke and Casey Fiesler}, title = {Recommend Me? Designing Fairness Metrics with Providers}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {2389--2399}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659044}, doi = {10.1145/3630106.3659044}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/SmithSBF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/SomerstepRS24, author = {Seamus Somerstep and Yaacov Ritov and Yuekai Sun}, title = {Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {616--630}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658929}, doi = {10.1145/3630106.3658929}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/SomerstepRS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/WatkinsC24, author = {Elizabeth Anne Watkins and Jiahao Chen}, title = {The four-fifths rule is not disparate impact: {A} woeful tale of epistemic trespassing in algorithmic fairness}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {764--775}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658938}, doi = {10.1145/3630106.3658938}, timestamp = {Fri, 12 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/WatkinsC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/WeertsXTOP24, author = {Hilde J. P. Weerts and Rapha{\"{e}}le Xenidis and Fabien Tarissan and Henrik Palmer Olsen and Mykola Pechenizkiy}, title = {The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {2060--2070}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659025}, doi = {10.1145/3630106.3659025}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/WeertsXTOP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/WyllieSP24, author = {Sierra Calanda Wyllie and Ilia Shumailov and Nicolas Papernot}, title = {Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {2113--2147}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3659029}, doi = {10.1145/3630106.3659029}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/WyllieSP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/YehMHT24, author = {Min{-}Hsuan Yeh and Blossom Metevier and Austin Hoag and Philip S. Thomas}, title = {Analyzing the Relationship Between Difference and Ratio-Based Fairness Metrics}, booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, pages = {518--528}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106.3658922}, doi = {10.1145/3630106.3658922}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/YehMHT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fgr/0001R24, author = {Akshay Agarwal and Nalini K. Ratha}, title = {Deepfake: Classifiers, Fairness, and Demographically Robust Algorithm}, booktitle = {18th {IEEE} International Conference on Automatic Face and Gesture Recognition, {FG} 2024, Istanbul, Turkey, May 27-31, 2024}, pages = {1--9}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/FG59268.2024.10581915}, doi = {10.1109/FG59268.2024.10581915}, timestamp = {Wed, 31 Jul 2024 14:00:36 +0200}, biburl = {https://dblp.org/rec/conf/fgr/0001R24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/HonenbergerOML24, author = {Phillip Honenberger and Omolade Ola and William Mapp and Pilhwa Lee}, editor = {Soon Ae Chun and Douglas A. Talbert}, title = {Effects of Matching on Evaluation of Accuracy, Fairness, and Fairness Impossibility in {AI-ML} Systems}, booktitle = {Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, {FLAIRS} 2024, Sandestin Beach, FL, USA, May 19-21, 2024}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.32473/flairs.37.1.135585}, doi = {10.32473/FLAIRS.37.1.135585}, timestamp = {Sun, 06 Oct 2024 21:01:48 +0200}, biburl = {https://dblp.org/rec/conf/flairs/HonenbergerOML24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/KamalT24, author = {Moumita Kamal and Douglas A. Talbert}, editor = {Soon Ae Chun and Douglas A. Talbert}, title = {Beyond Size and Accuracy: The Impact of Model Compression on Fairness}, booktitle = {Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, {FLAIRS} 2024, Sandestin Beach, FL, USA, May 19-21, 2024}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.32473/flairs.37.1.135617}, doi = {10.32473/FLAIRS.37.1.135617}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/flairs/KamalT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/forc/0001HJ24, author = {Daniel Hsu and Jizhou Huang and Brendan Juba}, editor = {Guy N. Rothblum}, title = {Distribution-Specific Auditing for Subgroup Fairness}, booktitle = {5th Symposium on Foundations of Responsible Computing, {FORC} 2024, June 12-14, 2024, Harvard University, Cambridge, MA, {USA}}, series = {LIPIcs}, volume = {295}, pages = {5:1--5:20}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.FORC.2024.5}, doi = {10.4230/LIPICS.FORC.2024.5}, timestamp = {Wed, 21 Aug 2024 22:46:00 +0200}, biburl = {https://dblp.org/rec/conf/forc/0001HJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/KonishiMCN24, author = {Takeru Konishi and Naoki Masuyama and Jorge Casillas and Yusuke Nojima}, title = {Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based Machine Learning}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2024, Yokohama, Japan, June 30 - July 5, 2024}, pages = {1--8}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/FUZZ-IEEE60900.2024.10611911}, doi = {10.1109/FUZZ-IEEE60900.2024.10611911}, timestamp = {Tue, 13 Aug 2024 15:05:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/KonishiMCN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/AmarasinghePTN024, author = {Pivithuru Thejan Amarasinghe and Diem Pham and Binh Tran and Su Nguyen and Yuan Sun and Damminda Alahakoon}, editor = {Xiaodong Li and Julia Handl}, title = {Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3638529.3654038}, doi = {10.1145/3638529.3654038}, timestamp = {Fri, 02 Aug 2024 15:50:42 +0200}, biburl = {https://dblp.org/rec/conf/gecco/AmarasinghePTN024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/CunegattiCI24, author = {Elia Cunegatti and Leonardo Lucio Custode and Giovanni Iacca}, editor = {Xiaodong Li and Julia Handl}, title = {Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024}, pages = {655--658}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3638530.3654161}, doi = {10.1145/3638530.3654161}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gecco/CunegattiCI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/KangZ0SC24, author = {Yufan Kang and Rongsheng Zhang and Wei Shao and Flora D. Salim and Jeffrey Chan}, editor = {Xiaodong Li and Julia Handl}, title = {Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3638529.3654207}, doi = {10.1145/3638529.3654207}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gecco/KangZ0SC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/goodit/RahmanPF24, author = {Munshi Mahbubur Rahman and Shimei Pan and James R. Foulds}, title = {Towards {A} Unifying Human-Centered {AI} Fairness Framework}, booktitle = {Proceedings of the 2024 International Conference on Information Technology for Social Good, GoodIT 2024, Bremen, Germany, September 4-6, 2024}, pages = {88--92}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3677525.3678645}, doi = {10.1145/3677525.3678645}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/goodit/RahmanPF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/0009H24, author = {Yiwei Yang and Bill Howe}, editor = {Tung X. Bui}, title = {Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness}, booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, pages = {6868--6877}, publisher = {ScholarSpace}, year = {2024}, url = {https://hdl.handle.net/10125/107209}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/0009H24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/ArhinT24, author = {Kofi Arhin and Daniel Narh Treku}, editor = {Tung X. Bui}, title = {Contextualizing the Accuracy-Fairness Tradeoff in Algorithmic Prediction Outcomes}, booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, pages = {6878--6887}, publisher = {ScholarSpace}, year = {2024}, url = {https://hdl.handle.net/10125/107210}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/ArhinT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/AskayDM24, author = {David A. Askay and Anuraj Dhillon and Lynn Metcalf}, editor = {Tung X. Bui}, title = {Achieving Decisional Fit with AI-Aided Group Decisions: The Role of Intuitive Decision-Making Style in Predicting Perceived Fairness and Decision Acceptance}, booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, pages = {391--400}, publisher = {ScholarSpace}, year = {2024}, url = {https://hdl.handle.net/10125/106422}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/AskayDM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/JabagiCAM24, author = {Nura Jabagi and Anne{-}Marie Croteau and Luc K. Audebrand and Josianne Marsan}, editor = {Tung X. Bui}, title = {Fairness in Algorithmic Management: Bringing Platform-Workers into the Fold}, booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, pages = {187--196}, publisher = {ScholarSpace}, year = {2024}, url = {https://hdl.handle.net/10125/106398}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/JabagiCAM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/JabagiCAM24a, author = {Nura Jabagi and Anne{-}Marie Croteau and Luc K. Audebrand and Josianne Marsan}, editor = {Tung X. Bui}, title = {Fair Dealings with Algorithms? Analyzing the Perceived Procedural Fairness of Managerial Algorithms and their Impacts on Gig-Workers}, booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, pages = {4194--4203}, publisher = {ScholarSpace}, year = {2024}, url = {https://hdl.handle.net/10125/106889}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/JabagiCAM24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hri/ClaureCCV24, author = {Houston Claure and Kate Candon and Olivia Clark and Marynel V{\'{a}}zquez}, editor = {Dan Grollman and Elizabeth Broadbent and Wendy Ju and Harold Soh and Tom Williams}, title = {Multiplayer Space Invaders: {A} Platform for Studying Evolving Fairness Perceptions in Human-Robot Interaction}, booktitle = {Companion of the 2024 {ACM/IEEE} International Conference on Human-Robot Interaction, {HRI} 2024, Boulder, CO, USA, March 11-15, 2024}, pages = {347--350}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3610978.3640687}, doi = {10.1145/3610978.3640687}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hri/ClaureCCV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/i-semantics/HummelMH24, author = {Tobias Hummel and Leon Martin and Andreas Henrich}, editor = {Angelo A. Salatino and Mehwish Alam and Femke Ongenae and Sahar Vahdati and Anna Lisa Gentile and Tassilo Pellegrini and Shufan Jiang}, title = {Assessing the FAIRness of Software Repositories Using {RDF} and {SHACL}}, booktitle = {Knowledge Graphs in the Age of Language Models and Neuro-Symbolic {AI} - Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, The Netherlands}, series = {Studies on the Semantic Web}, volume = {60}, pages = {160--175}, publisher = {{IOS} Press}, year = {2024}, url = {https://doi.org/10.3233/SSW240014}, doi = {10.3233/SSW240014}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/i-semantics/HummelMH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaart/BordesP24, author = {Gemma Bel Bordes and Alan Perotti}, editor = {Ana Paula Rocha and Luc Steels and H. Jaap van den Herik}, title = {Auditing Fairness and Explainability in Chest X-Ray Image Classifiers}, booktitle = {Proceedings of the 16th International Conference on Agents and Artificial Intelligence, {ICAART} 2024, Volume 3, Rome, Italy, February 24-26, 2024}, pages = {1308--1315}, publisher = {{SCITEPRESS}}, year = {2024}, url = {https://doi.org/10.5220/0012472400003636}, doi = {10.5220/0012472400003636}, timestamp = {Thu, 04 Apr 2024 15:53:27 +0200}, biburl = {https://dblp.org/rec/conf/icaart/BordesP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icalp/00020LS0U24, author = {Tanmay Inamdar and Pallavi Jain and Daniel Lokshtanov and Abhishek Sahu and Saket Saurabh and Anannya Upasana}, editor = {Karl Bringmann and Martin Grohe and Gabriele Puppis and Ola Svensson}, title = {Satisfiability to Coverage in Presence of Fairness, Matroid, and Global Constraints}, booktitle = {51st International Colloquium on Automata, Languages, and Programming, {ICALP} 2024, July 8-12, 2024, Tallinn, Estonia}, series = {LIPIcs}, volume = {297}, pages = {88:1--88:18}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.ICALP.2024.88}, doi = {10.4230/LIPICS.ICALP.2024.88}, timestamp = {Wed, 21 Aug 2024 22:46:00 +0200}, biburl = {https://dblp.org/rec/conf/icalp/00020LS0U24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icalp/Elkind24, author = {Edith Elkind}, editor = {Karl Bringmann and Martin Grohe and Gabriele Puppis and Ola Svensson}, title = {Group Fairness: Multiwinner Voting and Beyond (Invited Talk)}, booktitle = {51st International Colloquium on Automata, Languages, and Programming, {ICALP} 2024, July 8-12, 2024, Tallinn, Estonia}, series = {LIPIcs}, volume = {297}, pages = {2:1--2:1}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.ICALP.2024.2}, doi = {10.4230/LIPICS.ICALP.2024.2}, timestamp = {Tue, 02 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icalp/Elkind24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/ZhangBGZSHWWSP24, author = {Simiao Zhang and Jitao Bai and Menghong Guan and Yueling Zhang and Jun Sun and Yihao Huang and Jiaping Wang and Chengcheng Wan and Ting Su and Geguang Pu}, editor = {Michael Wand and Krist{\'{\i}}na Malinovsk{\'{a}} and J{\"{u}}rgen Schmidhuber and Igor V. Tetko}, title = {{CFP:} {A} Reinforcement Learning Framework for Comprehensive Fairness-Performance Trade-Off in Machine Learning}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {15016}, pages = {463--477}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72332-2\_30}, doi = {10.1007/978-3-031-72332-2\_30}, timestamp = {Tue, 01 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/ZhangBGZSHWWSP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ChienUL24, author = {Woan{-}Shiuan Chien and Shreya G. Upadhyay and Chi{-}Chun Lee}, title = {Balancing Speaker-Rater Fairness for Gender-Neutral Speech Emotion Recognition}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {11861--11865}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10447167}, doi = {10.1109/ICASSP48485.2024.10447167}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ChienUL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MaG24, author = {Yuefeng Ma and Lanzhen Guo}, title = {A Counterfactual Inspired Framework For Quantifying Edge Effects On Gnns Fairness}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {7600--7604}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10447355}, doi = {10.1109/ICASSP48485.2024.10447355}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/MaG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/NavarroLAS24, author = {Madeline Navarro and Camille Olivia Little and Genevera I. Allen and Santiago Segarra}, title = {Data Augmentation via Subgroup Mixup for Improving Fairness}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {7350--7354}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10446564}, doi = {10.1109/ICASSP48485.2024.10446564}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/NavarroLAS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Shi024, author = {Yuxin Shi and Han Yu}, title = {Fairness-Aware Job Scheduling for Multi-Job Federated Learning}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {6350--6354}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10447084}, doi = {10.1109/ICASSP48485.2024.10447084}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Shi024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Zeng0GS24, author = {Jiawang Zeng and Deepak Mishra and Hassan Habibi Gharakheili and Aruna Seneviratne}, title = {Secure Energy Efficiency Fairness Maximization in Backscatter Throughput Constrained UAV-Assisted Data Collection}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {9041--9045}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10446313}, doi = {10.1109/ICASSP48485.2024.10446313}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Zeng0GS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbc2/CachinM24, author = {Christian Cachin and Jovana Micic}, title = {Quick Order Fairness: Implementation and Evaluation}, booktitle = {{IEEE} International Conference on Blockchain and Cryptocurrency, {ICBC} 2024, Dublin, Ireland, May 27-31, 2024}, pages = {230--234}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICBC59979.2024.10634386}, doi = {10.1109/ICBC59979.2024.10634386}, timestamp = {Wed, 16 Oct 2024 13:43:48 +0200}, biburl = {https://dblp.org/rec/conf/icbc2/CachinM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/AbrolMT24, author = {Akshita Abrol and Purnima Murali Mohan and Tram Truong{-}Huu}, title = {FaiRTT: An Empirical Approach for Enhanced {RTT} Fairness and Bottleneck Throughput in {BBR}}, booktitle = {{IEEE} International Conference on Communications Workshops, {ICC} 2024 Workshops, Denver, CO, USA, June 9-13, 2024}, pages = {673--678}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICCWorkshops59551.2024.10615947}, doi = {10.1109/ICCWORKSHOPS59551.2024.10615947}, timestamp = {Wed, 21 Aug 2024 14:57:07 +0200}, biburl = {https://dblp.org/rec/conf/icc/AbrolMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/JavaherianPWI024, author = {Simin Javaherian and Sanjeev Panta and Shelby Williams and Md Sirajul Islam and Li Chen}, title = {FedFair\({}^{\mbox{3}}\): Unlocking Threefold Fairness in Federated Learning}, booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver, CO, USA, June 9-13, 2024}, pages = {3622--3627}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICC51166.2024.10622273}, doi = {10.1109/ICC51166.2024.10622273}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icc/JavaherianPWI024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/LiZZC024, author = {Ye Li and Jiale Zhang and Yanchao Zhao and Bing Chen and Shui Yu}, title = {Fairness-Aware Federated Learning Framework on Heterogeneous Data Distributions}, booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver, CO, USA, June 9-13, 2024}, pages = {728--733}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICC51166.2024.10623037}, doi = {10.1109/ICC51166.2024.10623037}, timestamp = {Mon, 30 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icc/LiZZC024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/TianAHFB24, author = {Yu Tian and Ahmed Alhammadi and Jiguang He and Aymen Fakhreddine and Faouzi Bader}, title = {Fairness-Driven Optimization of RIS-Augmented 5G Networks for Seamless 3D {UAV} Connectivity Using {DRL} Algorithms}, booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver, CO, USA, June 9-13, 2024}, pages = {5009--5014}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICC51166.2024.10622306}, doi = {10.1109/ICC51166.2024.10622306}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icc/TianAHFB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/ZivukuKNPACO24, author = {Progress Zivuku and Steven Kisseleff and Konstantinos Ntontin and Anastasios K. Papazafeiropoulos and Abuzar Babikir Mohammad Adam and Symeon Chatzinotas and Bj{\"{o}}rn E. Ottersten}, title = {Resource Allocation for Geographical Fairness in Multi-RIS-Aided Outdoor-to-Indoor Communications}, booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver, CO, USA, June 9-13, 2024}, pages = {3420--3426}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICC51166.2024.10622999}, doi = {10.1109/ICC51166.2024.10622999}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icc/ZivukuKNPACO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccn/ChenXZZC24, author = {Shenghang Chen and Zhicheng Xu and Kun Zhou and Xiaoli Zhang and Hongbing Cheng}, title = {RobustETH: Ensuring Economic Fairness in ETH2.0's Distributed Validator Technology}, booktitle = {33rd International Conference on Computer Communications and Networks, {ICCCN} 2024, Kailua-Kona, HI, USA, July 29-31, 2024}, pages = {1--9}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICCCN61486.2024.10637639}, doi = {10.1109/ICCCN61486.2024.10637639}, timestamp = {Tue, 10 Sep 2024 15:34:17 +0200}, biburl = {https://dblp.org/rec/conf/icccn/ChenXZZC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccel/NguyenNCTNC24, author = {Truong Thanh Hung Nguyen and Vo Thanh Khang Nguyen and Quoc Hung Cao and Van Binh Truong and Quoc Khanh Nguyen and Hung Cao}, title = {Enhancing the Fairness and Performance of Edge Cameras with Explainable {AI}}, booktitle = {{IEEE} International Conference on Consumer Electronics, {ICCE} 2024, Las Vegas, NV, USA, January 6-8, 2024}, pages = {1--4}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICCE59016.2024.10444383}, doi = {10.1109/ICCE59016.2024.10444383}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccel/NguyenNCTNC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccnc/Zhou0F24, author = {Shengping Zhou and Ming Zeng and Zesong Fei}, title = {User Grouping with Fairness Consideration in Massive {MIMO} System with Varying Channel Quality}, booktitle = {International Conference on Computing, Networking and Communications, {ICNC} 2024, Big Island, HI, USA, February 19-22, 2024}, pages = {1048--1053}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICNC59896.2024.10556124}, doi = {10.1109/ICNC59896.2024.10556124}, timestamp = {Mon, 01 Jul 2024 16:54:43 +0200}, biburl = {https://dblp.org/rec/conf/iccnc/Zhou0F24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccps/ZhaoE24, author = {Tianyu Zhao and Salma Elmalaki}, title = {FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System}, booktitle = {15th {ACM/IEEE} International Conference on Cyber-Physical Systems, {ICCPS} 2024, Hong Kong, May 13-16, 2024}, pages = {202--211}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICCPS61052.2024.00025}, doi = {10.1109/ICCPS61052.2024.00025}, timestamp = {Thu, 18 Jul 2024 22:36:51 +0200}, biburl = {https://dblp.org/rec/conf/iccps/ZhaoE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccps/ZhaoTE24, author = {Tianyu Zhao and Mojtaba Taherisadr and Salma Elmalaki}, title = {{FAIRO:} Fairness-aware Sequential Decision Making for Human-in-the-Loop {CPS}}, booktitle = {15th {ACM/IEEE} International Conference on Cyber-Physical Systems, {ICCPS} 2024, Hong Kong, May 13-16, 2024}, pages = {87--98}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICCPS61052.2024.00015}, doi = {10.1109/ICCPS61052.2024.00015}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccps/ZhaoTE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/WangHLLCZ24, author = {Chun Wang and Huawei Huang and Ruixin Li and Jialiang Liu and Ting Cai and Zibin Zheng}, title = {Libra: {A} Fairness-Guaranteed Framework for Semi-Asynchronous Federated Learning}, booktitle = {44th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2024, Jersey City, NJ, USA, July 23-26, 2024}, pages = {797--808}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDCS60910.2024.00079}, doi = {10.1109/ICDCS60910.2024.00079}, timestamp = {Wed, 11 Sep 2024 11:31:56 +0200}, biburl = {https://dblp.org/rec/conf/icdcs/WangHLLCZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/ZhangZEXY24, author = {Meiying Zhang and Huan Zhao and Sheldon C. Ebron Jr. and Ruitao Xie and Kan Yang}, title = {Ensuring Fairness in Federated Learning Services: Innovative Approaches to Client Selection, Scheduling, and Rewards}, booktitle = {44th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2024, Jersey City, NJ, USA, July 23-26, 2024}, pages = {762--773}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDCS60910.2024.00076}, doi = {10.1109/ICDCS60910.2024.00076}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdcs/ZhangZEXY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/0003M24, author = {Ke Yang and Alexandra Meliou}, title = {Non-Invasive Fairness in Learning Through the Lens of Data Drift}, booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024, Utrecht, The Netherlands, May 13-16, 2024}, pages = {2164--2178}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDE60146.2024.00172}, doi = {10.1109/ICDE60146.2024.00172}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/0003M24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/0012YP24, author = {He Zhang and Xingliang Yuan and Shirui Pan}, title = {Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks}, booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024, Utrecht, The Netherlands, May 13-16, 2024}, pages = {1712--1725}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDE60146.2024.00139}, doi = {10.1109/ICDE60146.2024.00139}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/0012YP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/ChenCYJ00ZHGF024, author = {Qian Chen and Yiqiang Chen and Bingjie Yan and Xinlong Jiang and Xiaojin Zhang and Yan Kang and Teng Zhang and Wuliang Huang and Chenlong Gao and Lixin Fan and Qiang Yang}, title = {Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare}, booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024, Utrecht, The Netherlands, May 13-16, 2024}, pages = {2231--2244}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDE60146.2024.00177}, doi = {10.1109/ICDE60146.2024.00177}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/ChenCYJ00ZHGF024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/CriscuoloD24, author = {Chiara Criscuolo and Tommaso Dolci}, title = {Exploring Fairness Interpretability with FairnessFriend: {A} Chatbot Solution}, booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024}, pages = {246--253}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDEW61823.2024.00037}, doi = {10.1109/ICDEW61823.2024.00037}, timestamp = {Thu, 27 Jun 2024 13:33:55 +0200}, biburl = {https://dblp.org/rec/conf/icde/CriscuoloD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/GiannopoulosPKSMME24, author = {Giorgos Giannopoulos and Maria Psalla and Loukas Kavouras and Dimitris Sacharidis and Jakub Marecek and German M. Matilla and Ioannis Z. Emiris}, title = {Fairness in {AI:} challenges in bridging the gap between algorithms and law}, booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024}, pages = {217--225}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDEW61823.2024.00034}, doi = {10.1109/ICDEW61823.2024.00034}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/GiannopoulosPKSMME24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/GorgeMA24, author = {Rebekka G{\"{o}}rge and Michael Mock and Maram Akila}, title = {Inspecting and Measuring Fairness of unlabeled Image Datasets}, booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024}, pages = {191--200}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDEW61823.2024.00031}, doi = {10.1109/ICDEW61823.2024.00031}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/GorgeMA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/GuoLXW24, author = {Wei Guo and Yan Lyu and Xueyong Xu and Weiwei Wu}, title = {Examining and Explaining Individual Fairness in Dynamic Pricing}, booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024}, pages = {182--190}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDEW61823.2024.00030}, doi = {10.1109/ICDEW61823.2024.00030}, timestamp = {Thu, 27 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/GuoLXW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/KliachkinPMF24, author = {Andrii Kliachkin and Eleni Psaroudaki and Jakub Marecek and Dimitris Fotakis}, title = {Fairness in Ranking: Robustness through Randomization without the Protected Attribute}, booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024}, pages = {201--208}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDEW61823.2024.00032}, doi = {10.1109/ICDEW61823.2024.00032}, timestamp = {Thu, 27 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/KliachkinPMF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/LangbridgeQS24, author = {Abigail Langbridge and Anthony Quinn and Robert Shorten}, title = {Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets}, booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024}, pages = {237--245}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDEW61823.2024.00036}, doi = {10.1109/ICDEW61823.2024.00036}, timestamp = {Thu, 27 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/LangbridgeQS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/LiuWZX024, author = {Hao Liu and Raymond Chi{-}Wing Wong and Zheng Zhang and Min Xie and Bo Tang}, title = {Fair Top-k Query on Alpha-Fairness}, booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024, Utrecht, The Netherlands, May 13-16, 2024}, pages = {2338--2350}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDE60146.2024.00185}, doi = {10.1109/ICDE60146.2024.00185}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/LiuWZX024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/ShahbaziWMB24, author = {Nima Shahbazi and Jin Wang and Zhengjie Miao and Nikita Bhutani}, title = {Fairness-Aware Data Preparation for Entity Matching}, booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024, Utrecht, The Netherlands, May 13-16, 2024}, pages = {3476--3489}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICDE60146.2024.00268}, doi = {10.1109/ICDE60146.2024.00268}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/ShahbaziWMB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/MienyeOIA24, author = {Ibomoiye Domor Mienye and George Obaido and Douglas Emmanuel Ikiomoye and Ayodeji Akeem Ajani}, title = {A Survey of Bias and Fairness in Healthcare {AI}}, booktitle = {12th {IEEE} International Conference on Healthcare Informatics, {ICHI} 2024, Orlando, FL, USA, June 3-6, 2024}, pages = {642--650}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICHI61247.2024.00103}, doi = {10.1109/ICHI61247.2024.00103}, timestamp = {Fri, 18 Oct 2024 11:26:48 +0200}, biburl = {https://dblp.org/rec/conf/ichi/MienyeOIA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/ZhengYLZ24, author = {Weixiong Zheng and Aimin Yang and Nankai Lin and Dong Zhou}, editor = {De{-}Shuang Huang and Zhanjun Si and Qinhu Zhang}, title = {From Bias to Fairness: The Role of Domain-Specific Knowledge and Efficient Fine-Tuning}, booktitle = {Advanced Intelligent Computing Technology and Applications - 20th International Conference, {ICIC} 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {14877}, pages = {354--365}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-5669-8\_29}, doi = {10.1007/978-981-97-5669-8\_29}, timestamp = {Thu, 05 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icic/ZhengYLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/00010LKE024, author = {Yu Tian and Min Shi and Yan Luo and Ava Kouhana and Tobias Elze and Mengyu Wang}, title = {FairSeg: {A} Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=qNrJJZAKI3}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/00010LKE024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BuylDB24, author = {Maarten Buyl and MaryBeth Defrance and Tijl De Bie}, title = {fairret: a Framework for Differentiable Fairness Regularization Terms}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=NnyD0Rjx2B}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BuylDB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChowdhuryMBKD0C24, author = {Somnath Basu Roy Chowdhury and Nicholas Monath and Ahmad Beirami and Rahul Kidambi and Kumar Avinava Dubey and Amr Ahmed and Snigdha Chaturvedi}, title = {Enhancing Group Fairness in Online Settings Using Oblique Decision Forests}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=E1NxN5QMOE}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChowdhuryMBKD0C24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ContiC24, author = {Jean{-}R{\'{e}}my Conti and St{\'{e}}phan Cl{\'{e}}men{\c{c}}on}, title = {Assessing Uncertainty in Similarity Scoring: Performance {\&} Fairness in Face Recognition}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=lAhQCHuANV}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ContiC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/CruzH24, author = {Andr{\'{e}} F. Cruz and Moritz Hardt}, title = {Unprocessing Seven Years of Algorithmic Fairness}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=jr03SfWsBS}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/CruzH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/DuttBTH24, author = {Raman Dutt and Ondrej Bohdal and Sotirios A. Tsaftaris and Timothy M. Hospedales}, title = {FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=ArpwmicoYW}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/DuttBTH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GrariLHLD24, author = {Vincent Grari and Thibault Laugel and Tatsunori Hashimoto and Sylvain Lamprier and Marcin Detyniecki}, title = {On the Fairness {ROAD:} Robust Optimization for Adversarial Debiasing}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=xnhvVtZtLD}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GrariLHLD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HammanD24, author = {Faisal Hamman and Sanghamitra Dutta}, title = {Demystifying Local {\&} Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=SBj2Qdhgew}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HammanD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HanCCW0Z024, author = {Xiaotian Han and Jianfeng Chi and Yu Chen and Qifan Wang and Han Zhao and Na Zou and Xia Hu}, title = {{FFB:} {A} Fair Fairness Benchmark for In-Processing Group Fairness Methods}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=TzAJbTClAz}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HanCCW0Z024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HanLMT0TY24, author = {Haoyu Han and Xiaorui Liu and Li Ma and MohamadAli Torkamani and Hui Liu and Jiliang Tang and Makoto Yamada}, title = {Structural Fairness-aware Active Learning for Graph Neural Networks}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=bvjcMvMn7B}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HanLMT0TY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HuD24, author = {Jingyu Hu and Mengnan Du}, title = {Enhancing Fairness in In-Context Learning: Prioritizing Minority Samples in Demonstrations}, booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna, Austria, May 11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=LrPSJTNfmt}, timestamp = {Fri, 26 Jul 2024 10:05:23 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HuD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JiaZV24, author = {Yaning Jia and Chunhui Zhang and Soroush Vosoughi}, title = {Aligning Relational Learning with Lipschitz Fairness}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=ODSgo2m8aE}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JiaZV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JuGS24, author = {Peizhong Ju and Arnob Ghosh and Ness B. Shroff}, title = {Achieving Fairness in Multi-Agent {MDP} Using Reinforcement Learning}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=yoVq2BGQdP}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JuGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KangXMLT24, author = {Jian Kang and Yinglong Xia and Ross Maciejewski and Jiebo Luo and Hanghang Tong}, title = {Deceptive Fairness Attacks on Graphs via Meta Learning}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=iS5ADHNg2A}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KangXMLT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LechowiczS0KH24, author = {Adam Lechowicz and Rik Sengupta and Bo Sun and Shahin Kamali and Mohammad Hajiesmaili}, title = {Time Fairness in Online Knapsack Problems}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=9kG7TwgLYu}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LechowiczS0KH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SchroderFF24, author = {Maresa Schr{\"{o}}der and Dennis Frauen and Stefan Feuerriegel}, title = {Causal Fairness under Unobserved Confounding: {A} Neural Sensitivity Framework}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=DqD59dQP37}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SchroderFF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ShenDPLWK24, author = {Xudong Shen and Chao Du and Tianyu Pang and Min Lin and Yongkang Wong and Mohan S. Kankanhalli}, title = {Finetuning Text-to-Image Diffusion Models for Fairness}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=hnrB5YHoYu}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ShenDPLWK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SinghTT24, author = {Gargi Singh and Milind Tambe and Aparna Taneja}, title = {Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain}, booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna, Austria, May 11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=IfjStJ6GoX}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SinghTT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TangWLS024, author = {Zeyu Tang and Jialu Wang and Yang Liu and Peter Spirtes and Kun Zhang}, title = {Procedural Fairness Through Decoupling Objectionable Data Generating Components}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=cxfPefbu1s}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TangWLS024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangD0ZLL24, author = {Binchi Zhang and Yushun Dong and Chen Chen and Yada Zhu and Minnan Luo and Jundong Li}, title = {Adversarial Attacks on Fairness of Graph Neural Networks}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=q3KNrmW6Ql}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhangD0ZLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZuoLWG24, author = {Aoqi Zuo and Yiqing Li and Susan Wei and Mingming Gong}, title = {Interventional Fairness on Partially Known Causal Graphs: {A} Constrained Optimization Approach}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=SKulT2VX9p}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZuoLWG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AlamdariKCM24, author = {Parand A. Alamdari and Toryn Q. Klassen and Elliot Creager and Sheila A. McIlraith}, title = {Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=4BIOZSz7zU}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/AlamdariKCM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Bechavod24, author = {Yahav Bechavod}, title = {Monotone Individual Fairness}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=6EF0bxcZvT}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Bechavod24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BeckerDB24, author = {Ann{-}Kristin Becker and Oana Dumitrasc and Klaus Broelemann}, title = {Standardized Interpretable Fairness Measures for Continuous Risk Scores}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=CvRu2inbGV}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/BeckerDB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DevicK0S24, author = {Siddartha Devic and Aleksandra Korolova and David Kempe and Vatsal Sharan}, title = {Stability and Multigroup Fairness in Ranking with Uncertain Predictions}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=YiblhkVl2w}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DevicK0S24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/JinLF24, author = {Jinqiu Jin and Haoxuan Li and Fuli Feng}, title = {On the Maximal Local Disparity of Fairness-Aware Classifiers}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=5cm2jGct2W}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/JinLF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MunagalaS24, author = {Kamesh Munagala and Govind S. Sankar}, title = {Individual Fairness in Graph Decomposition}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=8f8SI9X9ox}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MunagalaS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/NelaturuR0HF24, author = {Sree Harsha Nelaturu and Nishaanth Kanna Ravichandran and Cuong Tran and Sara Hooker and Ferdinando Fioretto}, title = {On The Fairness Impacts of Hardware Selection in Machine Learning}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=weixEb6Wjd}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/NelaturuR0HF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Sharma024, author = {Mohit Sharma and Amit Deshpande}, title = {How Far Can Fairness Constraints Help Recover From Biased Data?}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=RfQT6vJt8b}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Sharma024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TifreaLPHBP24, author = {Alexandru Tifrea and Preethi Lahoti and Ben Packer and Yoni Halpern and Ahmad Beirami and Flavien Prost}, title = {FRAPP{\'{E}}: {A} Group Fairness Framework for Post-Processing Everything}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=JndWnomyIc}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TifreaLPHBP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XuDSZWZH24, author = {Yuancheng Xu and Chenghao Deng and Yanchao Sun and Ruijie Zheng and Xiyao Wang and Jieyu Zhao and Furong Huang}, title = {Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=yUPBkPKzHw}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/XuDSZWZH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Yadav0BC24, author = {Chhavi Yadav and Amrita Roy Chowdhury and Dan Boneh and Kamalika Chaudhuri}, title = {FairProof : Confidential and Certifiable Fairness for Neural Networks}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=EKye56rLuv}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Yadav0BC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Zhang0Z24, author = {Lujing Zhang and Aaron Roth and Linjun Zhang}, title = {Fair Risk Control: {A} Generalized Framework for Calibrating Multi-group Fairness Risks}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=6KtXzUUEp4}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Zhang0Z24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmlt/KabirABBI24, author = {Md. Alamgir Kabir and Mobyen Uddin Ahmed and Shahina Begum and Shaibal Barua and Md Rakibul Islam}, title = {Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in {AI} Model Enhancement}, booktitle = {Proceedings of the 2024 9th International Conference on Machine Learning Technologies, {ICMLT} 2024, Oslo, Norway, May 24-26, 2024}, pages = {21--29}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3674029.3674034}, doi = {10.1145/3674029.3674034}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmlt/KabirABBI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconference/GironaY24, author = {Antonio E. Girona and Lynette Yarger}, editor = {Isaac Sserwanga and Hideo Joho and Jie Ma and Preben Hansen and Dan Wu and Masanori Koizumi and Anne J. Gilliland}, title = {To Impress an Algorithm: Minoritized Applicants' Perceptions of Fairness in {AI} Hiring Systems}, booktitle = {Wisdom, Well-Being, Win-Win - 19th International Conference, iConference 2024, Changchun, China, April 15-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14597}, pages = {43--61}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-57860-1\_4}, doi = {10.1007/978-3-031-57860-1\_4}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iconference/GironaY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse-deeptest/Shome0D24, author = {Arumoy Shome and Luis Cruz and Arie van Deursen}, title = {Data vs. Model Machine Learning Fairness Testing: An Empirical Study}, booktitle = {Proceedings of the 5th {IEEE/ACM} International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2024, Lisbon, Portugal, 20 April 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3643786.3648022}, doi = {10.1145/3643786.3648022}, timestamp = {Tue, 15 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse-deeptest/Shome0D24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/ChenZSH24, author = {Zhenpeng Chen and Jie M. Zhang and Federica Sarro and Mark Harman}, title = {Fairness Improvement with Multiple Protected Attributes: How Far Are We?}, booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024}, pages = {160:1--160:13}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3597503.3639083}, doi = {10.1145/3597503.3639083}, timestamp = {Mon, 24 Jun 2024 15:20:25 +0200}, biburl = {https://dblp.org/rec/conf/icse/ChenZSH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/FerraraCGLP24, author = {Carmine Ferrara and Francesco Casillo and Carmine Gravino and Andrea De Lucia and Fabio Palomba}, title = {ReFAIR: Toward a Context-Aware Recommender for Fairness Requirements Engineering}, booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024}, pages = {213:1--213:12}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3597503.3639185}, doi = {10.1145/3597503.3639185}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/FerraraCGLP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/LiCZZ0LGL24, author = {Tianlin Li and Yue Cao and Jian Zhang and Shiqian Zhao and Yihao Huang and Aishan Liu and Qing Guo and Yang Liu}, title = {{RUNNER:} Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness}, booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024}, pages = {9:1--9:13}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3597503.3623334}, doi = {10.1145/3597503.3623334}, timestamp = {Wed, 02 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/LiCZZ0LGL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/Shome0D24, author = {Arumoy Shome and Lu{\'{\i}}s Cruz and Arie van Deursen}, title = {Data vs. Model Machine Learning Fairness Testing: An Empirical Study}, booktitle = {Proceedings of the 2024 {IEEE/ACM} 46th International Conference on Software Engineering: Companion Proceedings, {ICSE} Companion 2024, Lisbon, Portugal, April 14-20, 2024}, pages = {366--367}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3639478.3643121}, doi = {10.1145/3639478.3643121}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/Shome0D24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/WangZYS024, author = {Zhaohui Wang and Min Zhang and Jingran Yang and Bojie Shao and Min Zhang}, title = {{MAFT:} Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search}, booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024}, pages = {121:1--121:12}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3597503.3639181}, doi = {10.1145/3597503.3639181}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/WangZYS024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/YinW024, author = {Zhipeng Yin and Zichong Wang and Wenbin Zhang}, title = {Improving Fairness in Machine Learning Software via Counterfactual Fairness Thinking}, booktitle = {Proceedings of the 2024 {IEEE/ACM} 46th International Conference on Software Engineering: Companion Proceedings, {ICSE} Companion 2024, Lisbon, Portugal, April 14-20, 2024}, pages = {420--421}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3639478.3643531}, doi = {10.1145/3639478.3643531}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/YinW024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieeeids/0003ZWLLQFG0WCW24, author = {Zhixin Li and Rui Zhu and Zihao Wang and Jiale Li and Kaiyuan Liu and Yue Qin and Yongming Fan and Mingyu Gu and Zhihui Lu and Jie Wu and Hongfeng Chai and Xiaofeng Wang and Haixu Tang}, title = {FairFix: Enhancing Fairness of Pre-Trained Deep Neural Networks with Scarce Data Resources}, booktitle = {10th {IEEE} International Conference on Intelligent Data and Security, {IDS} 2024, NYC, NY, USA, May 10-12, 2024}, pages = {14--20}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IDS62739.2024.00010}, doi = {10.1109/IDS62739.2024.00010}, timestamp = {Fri, 02 Aug 2024 08:45:57 +0200}, biburl = {https://dblp.org/rec/conf/ieeeids/0003ZWLLQFG0WCW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/00020L24, author = {Fangxiao Wang and Bo Li and Pinyan Lu}, title = {Improved Approximation of Weighted {MMS} Fairness for Indivisible Chores}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {3014--3022}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/334}, timestamp = {Fri, 18 Oct 2024 10:53:17 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/00020L24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0007ZHF24, author = {Cuong Tran and Keyu Zhu and Pascal Van Hentenryck and Ferdinando Fioretto}, title = {On the Effects of Fairness to Adversarial Vulnerability}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {521--529}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/58}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/0007ZHF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/BynumLS24, author = {Lucius E. J. Bynum and Joshua R. Loftus and Julia Stoyanovich}, title = {A New Paradigm for Counterfactual Reasoning in Fairness and Recourse}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {7092--7100}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/784}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/BynumLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/CheongKG24, author = {Jiaee Cheong and Sinan Kalkan and Hatice Gunes}, title = {FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {7224--7232}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/799}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/CheongKG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Deng0LZ24, author = {Zhihong Deng and Jing Jiang and Guodong Long and Chengqi Zhang}, title = {What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {3908--3916}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/432}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Deng0LZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/EstornellZDHJV24, author = {Andrew Estornell and Tina Zhang and Sanmay Das and Chien{-}Ju Ho and Brendan Juba and Yevgeniy Vorobeychik}, title = {The Impact of Features Used by Algorithms on Perceptions of Fairness}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {376--384}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/42}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/EstornellZDHJV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GolrezaeiNPS24, author = {Negin Golrezaei and Rad Niazadeh and Kumar Kshitij Patel and Fransisca Susan}, title = {Online Combinatorial Optimization with Group Fairness Constraints}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {394--402}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/44}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GolrezaeiNPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Hosseini24, author = {Hadi Hosseini}, title = {Algorithmic Fairness in Distribution of Resources and Tasks}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {8541--8546}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/979}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Hosseini24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Li0LW24, author = {Bo Li and Zihao Li and Shengxin Liu and Zekai Wu}, title = {Allocating Mixed Goods with Customized Fairness and Indivisibility Ratio}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {2868--2876}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/318}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Li0LW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Lin0SMZC24, author = {Yujie Lin and Chen Zhao and Minglai Shao and Baoluo Meng and Xujiang Zhao and Haifeng Chen}, title = {Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {4560--4568}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/504}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Lin0SMZC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LuoHY0024, author = {Renqiang Luo and Huafei Huang and Shuo Yu and Xiuzhen Zhang and Feng Xia}, title = {FairGT: {A} Fairness-aware Graph Transformer}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {449--457}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/50}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LuoHY0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MisinoC0M24, author = {Eleonora Misino and Roberta Calegari and Michele Lombardi and Michela Milano}, title = {Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {7412--7420}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/820}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/MisinoC0M24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Neidhardt24, author = {Julia Neidhardt}, title = {Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {8559--8564}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/982}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Neidhardt24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/PandaLN24, author = {Atasi Panda and Anand Louis and Prajakta Nimbhorkar}, title = {Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {175--183}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/20}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/PandaLN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Shao00WLT24, author = {Minglai Shao and Dong Li and Chen Zhao and Xintao Wu and Yujie Lin and Qin Tian}, title = {Supervised Algorithmic Fairness in Distribution Shifts: {A} Survey}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {8225--8233}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/909}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Shao00WLT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Smit24, author = {Martin Smit}, title = {Cooperation and Fairness in Systems of Indirect Reciprocity}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {8506--8507}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/968}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Smit24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/TianZ0Z0024, author = {Huan Tian and Guangsheng Zhang and Bo Liu and Tianqing Zhu and Ming Ding and Wanlei Zhou}, title = {When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {512--520}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/57}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/TianZ0Z0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Trabelsi24, author = {Yohai Trabelsi}, title = {Fairness and Optimization in Dynamic Multiagent Allocation Problems}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {8516--8517}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/973}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Trabelsi24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XueLHQWKWLS24, author = {Zongyue Xue and Huanghai Liu and Yiran Hu and Yuliang Qian and Yajing Wang and Kangle Kong and Chenlu Wang and Yun Liu and Weixing Shen}, title = {{LEEC} for Judicial Fairness: {A} Legal Element Extraction Dataset with Extensive Extra-Legal Labels}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9, 2024}, pages = {7527--7535}, publisher = {ijcai.org}, year = {2024}, url = {https://www.ijcai.org/proceedings/2024/833}, timestamp = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/XueLHQWKWLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ChenGZLSH24, author = {Zongxiong Chen and Jiahui Geng and Derui Zhu and Qing Li and Sonja Schimmler and Manfred Hauswirth}, title = {Towards Trustworthy Dataset Distillation: {A} Benchmark of Privacy, Fairness and Robustness}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama, Japan, June 30 - July 5, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IJCNN60899.2024.10650522}, doi = {10.1109/IJCNN60899.2024.10650522}, timestamp = {Thu, 19 Sep 2024 10:41:53 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ChenGZLSH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/CuiY24, author = {Zeyu Cui and Jun Yu}, title = {Boosting fairness for 3D face reconstruction}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama, Japan, June 30 - July 5, 2024}, pages = {1--9}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IJCNN60899.2024.10650245}, doi = {10.1109/IJCNN60899.2024.10650245}, timestamp = {Thu, 19 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/CuiY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LiuYWHLZ24, author = {Hao Liu and Yingguang Yang and Qi Wu and Buyun He and Yong Liao and Pengyuan Zhou}, title = {FacGNN: Multi-faceted Fairness Enhancement for {GNN} through Adversarial and Contrastive Learning}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama, Japan, June 30 - July 5, 2024}, pages = {1--8}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IJCNN60899.2024.10649939}, doi = {10.1109/IJCNN60899.2024.10649939}, timestamp = {Thu, 19 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LiuYWHLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/WangW24c, author = {Shuang Wang and Yongkai Wu}, title = {Achieving Fairness through Constrained Recourse}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama, Japan, June 30 - July 5, 2024}, pages = {1--8}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IJCNN60899.2024.10649973}, doi = {10.1109/IJCNN60899.2024.10649973}, timestamp = {Thu, 19 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/WangW24c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/GiacomoniP24, author = {Luca Giacomoni and George Parisis}, title = {Reinforcement Learning-based Congestion Control: {A} Systematic Evaluation of Fairness, Efficiency and Responsiveness}, booktitle = {{IEEE} {INFOCOM} 2024 - {IEEE} Conference on Computer Communications, Vancouver, BC, Canada, May 20-23, 2024}, pages = {1451--1460}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/INFOCOM52122.2024.10621288}, doi = {10.1109/INFOCOM52122.2024.10621288}, timestamp = {Tue, 20 Aug 2024 13:54:36 +0200}, biburl = {https://dblp.org/rec/conf/infocom/GiacomoniP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/LiuCLLW24, author = {Yiqi Liu and Shan Chang and Ye Liu and Bo Li and Cong Wang}, title = {FairFed: Improving Fairness and Efficiency of Contribution Evaluation in Federated Learning via Cooperative Shapley Value}, booktitle = {{IEEE} {INFOCOM} 2024 - {IEEE} Conference on Computer Communications, Vancouver, BC, Canada, May 20-23, 2024}, pages = {621--630}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/INFOCOM52122.2024.10621438}, doi = {10.1109/INFOCOM52122.2024.10621438}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/LiuCLLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/innovations/GeBB24, author = {Haosen Ge and Hamsa Bastani and Osbert Bastani}, editor = {Venkatesan Guruswami}, title = {Rethinking Fairness for Human-AI Collaboration (Extended Abstract)}, booktitle = {15th Innovations in Theoretical Computer Science Conference, {ITCS} 2024, January 30 to February 2, 2024, Berkeley, CA, {USA}}, series = {LIPIcs}, volume = {287}, pages = {52:1--52:1}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.ITCS.2024.52}, doi = {10.4230/LIPICS.ITCS.2024.52}, timestamp = {Wed, 21 Aug 2024 22:46:00 +0200}, biburl = {https://dblp.org/rec/conf/innovations/GeBB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isgt/MukherjeePSSR24, author = {Monish Mukherjee and Shiva Poudel and Rabayet Sadnan and Tylor E. Slay and Andrew P. Reiman}, title = {Enabling Fairness in Distributed {PV} Curtailment for Voltage Regulation: {A} Comparative Analysis}, booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies Conference, {ISGT} 2024, Washington, DC, USA, February 19-22, 2024}, pages = {1--5}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ISGT59692.2024.10454182}, doi = {10.1109/ISGT59692.2024.10454182}, timestamp = {Wed, 13 Mar 2024 18:04:53 +0100}, biburl = {https://dblp.org/rec/conf/isgt/MukherjeePSSR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/HammanD24, author = {Faisal Hamman and Sanghamitra Dutta}, title = {A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2024, Athens, Greece, July 7-12, 2024}, pages = {214--219}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ISIT57864.2024.10619698}, doi = {10.1109/ISIT57864.2024.10619698}, timestamp = {Fri, 11 Oct 2024 11:43:42 +0200}, biburl = {https://dblp.org/rec/conf/isit/HammanD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/ShahSRDSBW24, author = {Abhin Shah and Maohao Shen and Jongha Jon Ryu and Subhro Das and Prasanna Sattigeri and Yuheng Bu and Gregory W. Wornell}, title = {Group Fairness with Uncertain Sensitive Attributes}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2024, Athens, Greece, July 7-12, 2024}, pages = {208--213}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ISIT57864.2024.10619400}, doi = {10.1109/ISIT57864.2024.10619400}, timestamp = {Fri, 11 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isit/ShahSRDSBW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/ZhongT24, author = {Meiyu Zhong and Ravi Tandon}, title = {Intrinsic Fairness-Accuracy Tradeoffs Under Equalized Odds}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2024, Athens, Greece, July 7-12, 2024}, pages = {220--225}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ISIT57864.2024.10619526}, doi = {10.1109/ISIT57864.2024.10619526}, timestamp = {Fri, 11 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isit/ZhongT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/issta/DasuKTT24, author = {Vishnu Asutosh Dasu and Ashish Kumar and Saeid Tizpaz{-}Niari and Gang Tan}, editor = {Maria Christakis and Michael Pradel}, title = {NeuFair: Neural Network Fairness Repair with Dropout}, booktitle = {Proceedings of the 33rd {ACM} {SIGSOFT} International Symposium on Software Testing and Analysis, {ISSTA} 2024, Vienna, Austria, September 16-20, 2024}, pages = {1541--1553}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3650212.3680380}, doi = {10.1145/3650212.3680380}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/issta/DasuKTT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/issta/YangJS024, author = {Junjie Yang and Jiajun Jiang and Zeyu Sun and Junjie Chen}, editor = {Maria Christakis and Michael Pradel}, title = {A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models}, booktitle = {Proceedings of the 33rd {ACM} {SIGSOFT} International Symposium on Software Testing and Analysis, {ISSTA} 2024, Vienna, Austria, September 16-20, 2024}, pages = {210--222}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3650212.3652122}, doi = {10.1145/3650212.3652122}, timestamp = {Mon, 07 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/issta/YangJS024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iui/GoyalB0D24, author = {Navita Goyal and Connor Baumler and Tin Nguyen and Hal Daum{\'{e}} III}, title = {The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features}, booktitle = {Proceedings of the 29th International Conference on Intelligent User Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024}, pages = {155--180}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640543.3645210}, doi = {10.1145/3640543.3645210}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iui/GoyalB0D24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iui/HaiderCY24, author = {Chowdhury Mohammad Rakin Haider and Christopher W. Clifton and Ming Yin}, title = {Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?}, booktitle = {Proceedings of the 29th International Conference on Intelligent User Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024}, pages = {304--324}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640543.3645209}, doi = {10.1145/3640543.3645209}, timestamp = {Tue, 28 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iui/HaiderCY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwbf/SahaST24, author = {Pritilata Saha and Abhirup Sinha and Philipp Terh{\"{o}}rst}, title = {How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?}, booktitle = {12th International Workshop on Biometrics and Forensics, {IWBF} 2024, Enschede, The Netherlands, April 11-12, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IWBF62628.2024.10593911}, doi = {10.1109/IWBF62628.2024.10593911}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwbf/SahaST24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwqos/SuHLLZJW24, author = {Qichen Su and Jiawei Huang and Weihe Li and Zhaoyi Li and Tao Zhang and Wanchun Jiang and Jianxin Wang}, title = {Achieving QoE Fairness in Video Streaming over Heterogeneous Congestion Control Protocols}, booktitle = {32nd {IEEE/ACM} International Symposium on Quality of Service, IWQoS 2024, Guangzhou, China, June 19-21, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IWQoS61813.2024.10682883}, doi = {10.1109/IWQOS61813.2024.10682883}, timestamp = {Sat, 12 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwqos/SuHLLZJW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/jcsse/SupeesunCMF24, author = {Adisak Supeesun and Jakarin Chawachat and Vacharapat Mettanant and Jittat Fakcharoenphol}, title = {Estimating Group Fairness Using Pairwise Similarity}, booktitle = {21st International Joint Conference on Computer Science and Software Engineering, {JCSSE} 2024, Phuket, Thailand, June 19-22, 2024}, pages = {343--350}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/JCSSE61278.2024.10613692}, doi = {10.1109/JCSSE61278.2024.10613692}, timestamp = {Wed, 09 Oct 2024 11:05:33 +0200}, biburl = {https://dblp.org/rec/conf/jcsse/SupeesunCMF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/0001000T024, author = {Yicong Li and Yu Yang and Jiannong Cao and Shuaiqi Liu and Haoran Tang and Guandong Xu}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Toward Structure Fairness in Dynamic Graph Embedding: {A} Trend-aware Dual Debiasing Approach}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {1701--1712}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671848}, doi = {10.1145/3637528.3671848}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/0001000T024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/0005WLRDY24, author = {Tong Chen and Danny Wang and Xurong Liang and Marten Risius and Gianluca Demartini and Hongzhi Yin}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Hate Speech Detection with Generalizable Target-aware Fairness}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {365--375}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671821}, doi = {10.1145/3637528.3671821}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/0005WLRDY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/0010JWWKG024, author = {Chen Zhao and Kai Jiang and Xintao Wu and Haoliang Wang and Latifur Khan and Christan Grant and Feng Chen}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {4419--4430}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671909}, doi = {10.1145/3637528.3671909}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/0010JWWKG024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Cui00LL24, author = {Shuang Cui and Kai Han and Shaojie Tang and Feng Li and Jun Luo}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {514--525}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671778}, doi = {10.1145/3637528.3671778}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/Cui00LL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/IslamVSR24, author = {Md Mouinul Islam and Soroush Vahidi and Baruch Schieber and Senjuti Basu Roy}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Promoting Fairness and Priority in Selecting \emph{k}-Winners Using {IRV}}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {1199--1210}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671735}, doi = {10.1145/3637528.3671735}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/IslamVSR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LuC024, author = {Shenyu Lu and Junyi Chai and Xiaoqian Wang}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Neural Collapse Inspired Debiased Representation Learning for Min-max Fairness}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {2048--2059}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671902}, doi = {10.1145/3637528.3671902}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/LuC024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LuoHYHH0024, author = {Renqiang Luo and Huafei Huang and Shuo Yu and Zhuoyang Han and Estrid He and Xiuzhen Zhang and Feng Xia}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {{FUGNN:} Harmonizing Fairness and Utility in Graph Neural Networks}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {2072--2081}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671834}, doi = {10.1145/3637528.3671834}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/LuoHYHH0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WangWLPYWYWF24, author = {Zihui Wang and Zheng Wang and Lingjuan Lyu and Zhaopeng Peng and Zhicheng Yang and Chenglu Wen and Rongshan Yu and Cheng Wang and Xiaoliang Fan}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {3299--3310}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671748}, doi = {10.1145/3637528.3671748}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/WangWLPYWYWF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YfantidouSCVQK24, author = {Sofia Yfantidou and Dimitris Spathis and Marios Constantinides and Athena Vakali and Daniele Quercia and Fahim Kawsar}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Using Self-supervised Learning Can Improve Model Fairness}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {3942--3953}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671991}, doi = {10.1145/3637528.3671991}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/YfantidouSCVQK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhangZWTHW24, author = {Dacao Zhang and Kun Zhang and Le Wu and Mi Tian and Richang Hong and Meng Wang}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {4143--4154}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3672049}, doi = {10.1145/3637528.3672049}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ZhangZWTHW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ki/KemmerzellS24, author = {Nils Kemmerzell and Annika Schreiner}, editor = {Andreas Hotho and Sebastian Rudolph}, title = {Quantifying the Trade-Offs Between Dimensions of Trustworthy {AI} - An Empirical Study on Fairness, Explainability, Privacy, and Robustness}, booktitle = {{KI} 2024: Advances in Artificial Intelligence - 47th German Conference on AI, W{\"{u}}rzburg, Germany, September 25-27, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14992}, pages = {128--146}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70893-0\_10}, doi = {10.1007/978-3-031-70893-0\_10}, timestamp = {Wed, 04 Sep 2024 21:11:47 +0200}, biburl = {https://dblp.org/rec/conf/ki/KemmerzellS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ksem/HuZFL24, author = {Zirui Hu and Zheng Zhang and Wenjun Feng and Qi Liu}, editor = {Cungeng Cao and Huajun Chen and Liang Zhao and Junaid Arshad and A. Taufiq Asyhari and Yonghao Wang}, title = {Achieving Universal Fairness in Machine Learning: {A} Multi-objective Optimization Perspective}, booktitle = {Knowledge Science, Engineering and Management - 17th International Conference, {KSEM} 2024, Birmingham, UK, August 16-18, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14885}, pages = {164--179}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-5495-3\_12}, doi = {10.1007/978-981-97-5495-3\_12}, timestamp = {Tue, 27 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ksem/HuZFL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lak/BarrettDG24, author = {Jake Barrett and Alasdair Day and Kobi Gal}, title = {Improving Model Fairness with Time-Augmented Bayesian Knowledge Tracing}, booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference, {LAK} 2024, Kyoto, Japan, March 18-22, 2024}, pages = {46--54}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3636555.3636849}, doi = {10.1145/3636555.3636849}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lak/BarrettDG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lak/CohauszKS24, author = {Lea Cohausz and Jakob Kappenberger and Heiner Stuckenschmidt}, title = {What Fairness Metrics Can Really Tell You: {A} Case Study in the Educational Domain}, booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference, {LAK} 2024, Kyoto, Japan, March 18-22, 2024}, pages = {792--799}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3636555.3636873}, doi = {10.1145/3636555.3636873}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lak/CohauszKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lak/XuOPZY24, author = {Zhen Xu and Joseph Olson and Nicole Pochinki and Zhijian Zheng and Renzhe Yu}, title = {Contexts Matter but How? Course-Level Correlates of Performance and Fairness Shift in Predictive Model Transfer}, booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference, {LAK} 2024, Kyoto, Japan, March 18-22, 2024}, pages = {713--724}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3636555.3636936}, doi = {10.1145/3636555.3636936}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lak/XuOPZY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/latin/NguyenBNV24, author = {Minh Hieu Nguyen and Mourad Ba{\"{\i}}ou and Viet Hung Nguyen and Thi Quynh Trang Vo}, editor = {Jos{\'{e}} A. Soto and Andreas Wiese}, title = {Proportional Fairness for Combinatorial Optimization}, booktitle = {{LATIN} 2024: Theoretical Informatics - 16th Latin American Symposium, Puerto Varas, Chile, March 18-22, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14579}, pages = {304--319}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-55601-2\_20}, doi = {10.1007/978-3-031-55601-2\_20}, timestamp = {Wed, 13 Mar 2024 19:10:54 +0100}, biburl = {https://dblp.org/rec/conf/latin/NguyenBNV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lats/BanawanKTTV24, author = {Michelle Banawan and Elias John Kukas and John Richard Tano and Adonna Tan and Ramil Villegas}, editor = {David Joyner and Min Kyu Kim and Xu Wang and Meng Xia}, title = {Transformative Approach to Fairness and Transparency in Classroom Participation Assessment}, booktitle = {Proceedings of the Eleventh {ACM} Conference on Learning @ Scale, L@S 2024, Atlanta, GA, USA, July 18-20, 2024}, pages = {501--504}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3657604.3664708}, doi = {10.1145/3657604.3664708}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lats/BanawanKTTV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/meco/HumaishRAC24, author = {Mohammed A. Ba Humaish and Tarek K. Refaat and Hassanein H. Amer and Betim Cico}, title = {QoE Fairness and Resilience Strategies for Access Point Failures in Smart Greenhouses}, booktitle = {13th Mediterranean Conference on Embedded Computing, {MECO} 2024, Budva, Montenegro, June 11-14, 2024}, pages = {1--5}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/MECO62516.2024.10577850}, doi = {10.1109/MECO62516.2024.10577850}, timestamp = {Wed, 24 Jul 2024 12:08:47 +0200}, biburl = {https://dblp.org/rec/conf/meco/HumaishRAC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/meditcom/SultanaD24, author = {Tanin Sultana and Sorina Dumitrescu}, title = {Proportional Fairness-based Joint Channel and Power Allocation for Hybrid {NOMA-OMA} Downlink Systems}, booktitle = {{IEEE} International Mediterranean Conference on Communications and Networking, MeditCom 2024, Madrid, Spain, July 8-11, 2024}, pages = {395--400}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/MeditCom61057.2024.10621398}, doi = {10.1109/MEDITCOM61057.2024.10621398}, timestamp = {Tue, 20 Aug 2024 14:42:17 +0200}, biburl = {https://dblp.org/rec/conf/meditcom/SultanaD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/AnsariCD24, author = {Faizanuddin Ansari and Tapabrata Chakraborti and Swagatam Das}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {15001}, pages = {373--382}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72378-0\_35}, doi = {10.1007/978-3-031-72378-0\_35}, timestamp = {Thu, 10 Oct 2024 10:51:28 +0200}, biburl = {https://dblp.org/rec/conf/miccai/AnsariCD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/GuoJHS24, author = {Yuanbo Guo and Zhenge Jia and Jingtong Hu and Yiyu Shi}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {X}}, series = {Lecture Notes in Computer Science}, volume = {15010}, pages = {329--338}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72117-5\_31}, doi = {10.1007/978-3-031-72117-5\_31}, timestamp = {Thu, 10 Oct 2024 10:51:34 +0200}, biburl = {https://dblp.org/rec/conf/miccai/GuoJHS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/KongCZCHHS24, author = {Qingpeng Kong and Ching{-}Hao Chiu and Dewen Zeng and Yu{-}Jen Chen and Tsung{-}Yi Ho and Jingtong Hu and Yiyu Shi}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {X}}, series = {Lecture Notes in Computer Science}, volume = {15010}, pages = {24--34}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72117-5\_3}, doi = {10.1007/978-3-031-72117-5\_3}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/KongCZCHHS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/MouhebEKB24, author = {Kaouther Mouheb and Marawan Elbatel and Stefan Klein and Esther E. Bron}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {Evaluating the Fairness of Neural Collapse in Medical Image Classification}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {X}}, series = {Lecture Notes in Computer Science}, volume = {15010}, pages = {286--296}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72117-5\_27}, doi = {10.1007/978-3-031-72117-5\_27}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/MouhebEKB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/XiaMDX24, author = {Yuexuan Xia and Benteng Ma and Qi Dou and Yong Xia}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {Enhancing Federated Learning Performance Fairness via Collaboration Graph-Based Reinforcement Learning}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {X}}, series = {Lecture Notes in Computer Science}, volume = {15010}, pages = {263--272}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72117-5\_25}, doi = {10.1007/978-3-031-72117-5\_25}, timestamp = {Mon, 14 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/XiaMDX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/YanZLXGLKF24, author = {Yunlu Yan and Lei Zhu and Yuexiang Li and Xinxing Xu and Rick Siow Mong Goh and Yong Liu and Salman H. Khan and Chun{-}Mei Feng}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {A New Perspective to Boost Performance Fairness For Medical Federated Learning}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {X}}, series = {Lecture Notes in Computer Science}, volume = {15010}, pages = {13--23}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72117-5\_2}, doi = {10.1007/978-3-031-72117-5\_2}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/YanZLXGLKF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mipro/CuturaVDS24, author = {Lucija Cutura and Klemo Vladimir and Goran Delac and Marin Silic}, editor = {Snjezana Babic and Zeljka Car and Marina Cicin{-}Sain and Dragan Cisic and Pavel Ergovic and Tihana Galinac Grbac and Vera Gradisnik and Stjepan Gros and Andrej Jokic and Alan Jovic and Darko Jurekovic and Tihomir Katulic and Marko Koricic and Vedran Mornar and Juraj Petrovic and Karolj Skala and Dejan Skvorc and Vlado Sruk and Marko Svaco and Edvard Tijan and Neven Vrcek and Boris Vrdoljak}, title = {Fairness in Graph-based Recommendation: Methods Overview}, booktitle = {47th {MIPRO} {ICT} and Electronics Convention, {MIPRO} 2024, Opatija, Croatia, May 20-24, 2024}, pages = {850--855}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/MIPRO60963.2024.10569148}, doi = {10.1109/MIPRO60963.2024.10569148}, timestamp = {Mon, 22 Jul 2024 14:40:46 +0200}, biburl = {https://dblp.org/rec/conf/mipro/CuturaVDS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/models/MoralesCC24, author = {Sergio Morales and Robert Claris{\'{o}} and Jordi Cabot}, editor = {Alexander Egyed and Manuel Wimmer and Marsha Chechik and Beno{\^{\i}}t Combemale}, title = {A {DSL} for Testing LLMs for Fairness and Bias}, booktitle = {Proceedings of the {ACM/IEEE} 27th International Conference on Model Driven Engineering Languages and Systems, {MODELS} 2024, Linz, Austria, September 22-27, 2024}, pages = {203--213}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640310.3674093}, doi = {10.1145/3640310.3674093}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/models/MoralesCC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ChenJE24, author = {Hannah Chen and Yangfeng Ji and David Evans}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {Addressing Both Statistical and Causal Gender Fairness in {NLP} Models}, booktitle = {Findings of the Association for Computational Linguistics: {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {561--582}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.findings-naacl.38}, doi = {10.18653/V1/2024.FINDINGS-NAACL.38}, timestamp = {Thu, 12 Sep 2024 13:29:32 +0200}, biburl = {https://dblp.org/rec/conf/naacl/ChenJE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/LiuGML24, author = {Yanchen Liu and Srishti Gautam and Jiaqi Ma and Himabindu Lakkaraju}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {Confronting LLMs with Traditional {ML:} Rethinking the Fairness of Large Language Models in Tabular Classifications}, booktitle = {Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {3603--3620}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.naacl-long.198}, doi = {10.18653/V1/2024.NAACL-LONG.198}, timestamp = {Tue, 08 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/LiuGML24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/Wang0WTF24, author = {Yuan Wang and Xuyang Wu and Hsin{-}Tai Wu and Zhiqiang Tao and Yi Fang}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers}, booktitle = {Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {5712--5724}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.naacl-long.319}, doi = {10.18653/V1/2024.NAACL-LONG.319}, timestamp = {Fri, 30 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/Wang0WTF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ZeeZS24, author = {Anna Zee and Marc Zee and Anders S{\o}gaard}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {Group Fairness in Multilingual Speech Recognition Models}, booktitle = {Findings of the Association for Computational Linguistics: {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {2213--2226}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.findings-naacl.143}, doi = {10.18653/V1/2024.FINDINGS-NAACL.143}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/ZeeZS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ncc/KJBM24, author = {Pallavi Varma P. K and Krishna Jagannathan and Dhivagar B and Klutto Milleth}, title = {Resource Allocation for QoS Enforcement in 5G: Trading off Fairness and Delay-Awareness}, booktitle = {National Conference on Communications, {NCC} 2024, Chennai, India, February 28 - March 2, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/NCC60321.2024.10485929}, doi = {10.1109/NCC60321.2024.10485929}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ncc/KJBM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ndss/MuYAW24, author = {Ke Mu and Bo Yin and Alia Asheralieva and Xuetao Wei}, title = {Separation is Good: {A} Faster Order-Fairness Byzantine Consensus}, booktitle = {31st Annual Network and Distributed System Security Symposium, {NDSS} 2024, San Diego, California, USA, February 26 - March 1, 2024}, publisher = {The Internet Society}, year = {2024}, url = {https://www.ndss-symposium.org/ndss-paper/separation-is-good-a-faster-order-fairness-byzantine-consensus/}, timestamp = {Mon, 30 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ndss/MuYAW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/networking/KapetanidouZKT24, author = {Ioanna Angeliki Kapetanidou and Ioannis Zacharis and Marios Kostopoulos and Vassilis Tsaoussidis}, title = {Experimenting with Ledbat++: Fairness, Flow Scalability and {LBE} Compliance}, booktitle = {{IFIP} Networking Conference, {IFIP} Networking 2024, Thessaloniki, Greece, June 3-6, 2024}, pages = {294--302}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.23919/IFIPNetworking62109.2024.10619757}, doi = {10.23919/IFIPNETWORKING62109.2024.10619757}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/networking/KapetanidouZKT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ni/JinLBBCR24, author = {Ruinan Jin and Xiaoxiao Li and Lorraine J. Block and Ivan Beschastnikh and Leanne M. Currie and Charlene Esteban Ronquillo}, editor = {Gillian Strudwick and Nicholas R. Hardiker and Glynda Rees and Robyn Cook and Young Ji Lee}, title = {Fairness in Classifying and Grouping Health Equity Information}, booktitle = {Innovation in Applied Nursing Informatics, 16th International Congress in Nursing Informatics, Manchester, UK, July 28-31, 2024}, series = {Studies in Health Technology and Informatics}, volume = {315}, pages = {368--372}, publisher = {{IOS} Press}, year = {2024}, url = {https://doi.org/10.3233/SHTI240171}, doi = {10.3233/SHTI240171}, timestamp = {Wed, 16 Oct 2024 10:02:24 +0200}, biburl = {https://dblp.org/rec/conf/ni/JinLBBCR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldb/ChenYF24, author = {Fumian Chen and Dayu Yang and Hui Fang}, editor = {Amon Rapp and Luigi Di Caro and Farid Meziane and Vijayan Sugumaran}, title = {Toward Automatic Group Membership Annotation for Group Fairness Evaluation}, booktitle = {Natural Language Processing and Information Systems - 29th International Conference on Applications of Natural Language to Information Systems, {NLDB} 2024, Turin, Italy, June 25-27, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14762}, pages = {285--300}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70239-6\_20}, doi = {10.1007/978-3-031-70239-6\_20}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldb/ChenYF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/FrombergNFC24, author = {Laurits Fromberg and Troels Nielsen and Flavia Dalia Frumosu and Line H. Clemmensen}, editor = {Tetiana Lutchyn and Ad{\'{\i}}n Ram{\'{\i}}rez Rivera and Benjamin Ricaud}, title = {Beyond Accuracy: Fairness, Scalability, and Uncertainty Considerations in Facial Emotion Recognition}, booktitle = {Northern Lights Deep Learning Conference, {NLDL} 2024, 9-11 January 2024, UiT The Arctic University, Troms{\o}, Norway}, series = {Proceedings of Machine Learning Research}, volume = {233}, pages = {67--74}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v233/fromberg24a.html}, timestamp = {Wed, 21 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/FrombergNFC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/noms/IchinosekiKTH24, author = {Shu Ichinoseki and Yuki Koizumi and Junji Takemasa and Toru Hasegawa}, title = {Analysis on a Performance and Fairness Tradeoff in Entanglement Routing for Quantum Networks}, booktitle = {{NOMS} 2024 {IEEE} Network Operations and Management Symposium, Seoul, Republic of Korea, May 6-10, 2024}, pages = {1--5}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/NOMS59830.2024.10575563}, doi = {10.1109/NOMS59830.2024.10575563}, timestamp = {Tue, 16 Jul 2024 15:37:36 +0200}, biburl = {https://dblp.org/rec/conf/noms/IchinosekiKTH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/odyssey/Chouchane0GET24, author = {Ouba{\"{\i}}da Chouchane and Christoph Busch and Chiara Galdi and Nicholas W. D. Evans and Massimiliano Todisco}, editor = {Najim Dehak and Patrick Cardinal}, title = {A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness}, booktitle = {Odyssey 2024: The Speaker and Language Recognition Workshop, Quebec City, Canada, June 18-21, 2024}, pages = {209--216}, publisher = {{ISCA}}, year = {2024}, url = {https://doi.org/10.21437/odyssey.2024-30}, doi = {10.21437/ODYSSEY.2024-30}, timestamp = {Wed, 31 Jul 2024 15:08:41 +0200}, biburl = {https://dblp.org/rec/conf/odyssey/Chouchane0GET24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/osdi/0007CLZ0ZGS24, author = {Ying Sheng and Shiyi Cao and Dacheng Li and Banghua Zhu and Zhuohan Li and Danyang Zhuo and Joseph E. Gonzalez and Ion Stoica}, editor = {Ada Gavrilovska and Douglas B. Terry}, title = {Fairness in Serving Large Language Models}, booktitle = {18th {USENIX} Symposium on Operating Systems Design and Implementation, {OSDI} 2024, Santa Clara, CA, USA, July 10-12, 2024}, pages = {965--988}, publisher = {{USENIX} Association}, year = {2024}, url = {https://www.usenix.org/conference/osdi24/presentation/sheng}, timestamp = {Tue, 16 Jul 2024 16:41:59 +0200}, biburl = {https://dblp.org/rec/conf/osdi/0007CLZ0ZGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pacificvis/YanZMMW24, author = {Xinyuan Yan and Youjia Zhou and Arul Mishra and Himanshu Mishra and Bei Wang}, title = {Exploring Visualization for Fairness in {AI} Education}, booktitle = {17th {IEEE} Pacific Visualization Conference, PacificVis 2024, Tokyo, Japan, April 23-26, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/PacificVis60374.2024.00010}, doi = {10.1109/PACIFICVIS60374.2024.00010}, timestamp = {Wed, 26 Jun 2024 08:34:39 +0200}, biburl = {https://dblp.org/rec/conf/pacificvis/YanZMMW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pacis/ZhuL24, author = {Zhengyu Zhu and Libo Liu}, editor = {Tuan Quang Phan and Bernard C. Y. Tan and Hoanh{-}Su Le and Nguyen Hoang Thuan and Michael Chau and Khim Yong Goh}, title = {Investigating User Perceptions of Fairness in Social Media Marketing Platform}, booktitle = {28th Pacific Asia Conference on Information Systems, {PACIS} 2024, Ho Chi Minh City, Vietnam, July 1-5, 2024}, year = {2024}, url = {https://aisel.aisnet.org/pacis2024/track\_10\_ebus/track10\_ebus/2}, timestamp = {Fri, 19 Jul 2024 15:43:44 +0200}, biburl = {https://dblp.org/rec/conf/pacis/ZhuL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pacrim/Eftetahi0S24, author = {Pooria Seyed Eftetahi and Lin Cai and Amir Sepahi}, title = {Fairness-Aware Beam Placement Scheduling for {LEO} Satellites}, booktitle = {{IEEE} Pacific Rim Conference on Communications, Computers and Signal Processing, {PACRIM} 2024, Victoria, BC, Canada, August 21-24, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/PACRIM61180.2024.10690199}, doi = {10.1109/PACRIM61180.2024.10690199}, timestamp = {Fri, 11 Oct 2024 09:37:23 +0200}, biburl = {https://dblp.org/rec/conf/pacrim/Eftetahi0S24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pacrim/OnoNI24, author = {Koshi Ono and Daiki Nobayashi and Takeshi Ikenaga}, title = {Fairness Improvement of Different {TCP} Congestion Control Algorithms Using {P4} Programmable Data Plane}, booktitle = {{IEEE} Pacific Rim Conference on Communications, Computers and Signal Processing, {PACRIM} 2024, Victoria, BC, Canada, August 21-24, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/PACRIM61180.2024.10690198}, doi = {10.1109/PACRIM61180.2024.10690198}, timestamp = {Fri, 11 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pacrim/OnoNI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/GhodsiSN24, author = {Siamak Ghodsi and Seyed Amjad Seyedi and Eirini Ntoutsi}, editor = {De{-}Nian Yang and Xing Xie and Vincent S. Tseng and Jian Pei and Jen{-}Wei Huang and Jerry Chun{-}Wei Lin}, title = {Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering}, booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14645}, pages = {284--296}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-2242-6\_23}, doi = {10.1007/978-981-97-2242-6\_23}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/GhodsiSN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HuangBLL24, author = {Heng Huang and Yunhan Bai and Hongwei Liang and Xiaozhong Liu}, editor = {De{-}Nian Yang and Xing Xie and Vincent S. Tseng and Jian Pei and Jen{-}Wei Huang and Jerry Chun{-}Wei Lin}, title = {{IR} Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence}, booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14648}, pages = {142--153}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-2238-9\_11}, doi = {10.1007/978-981-97-2238-9\_11}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HuangBLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LiuLXZZDWTZY24, author = {Yifan Liu and Weiwen Liu and Wei Xia and Jieming Zhu and Weinan Zhang and Zhenhua Dong and Yang Wang and Ruiming Tang and Rui Zhang and Yong Yu}, editor = {De{-}Nian Yang and Xing Xie and Vincent S. Tseng and Jian Pei and Jen{-}Wei Huang and Jerry Chun{-}Wei Lin}, title = {Multi-sourced Integrated Ranking with Exposure Fairness}, booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {14649}, pages = {207--218}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-2262-4\_17}, doi = {10.1007/978-981-97-2262-4\_17}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LiuLXZZDWTZY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/DubowskiWWP24, author = {Adam Dubowski and Hilde J. P. Weerts and Anouk Wolters and Mykola Pechenizkiy}, editor = {Albert Bifet and Povilas Daniusis and Jesse Davis and Tomas Krilavicius and Meelis Kull and Eirini Ntoutsi and Kai Puolam{\"{a}}ki and Indre Zliobaite}, title = {Subgroup Harm Assessor: Identifying Potential Fairness-Related Harms and Predictive Bias}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track - European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part {VIII}}, series = {Lecture Notes in Computer Science}, volume = {14948}, pages = {413--417}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70371-3\_31}, doi = {10.1007/978-3-031-70371-3\_31}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/DubowskiWWP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KangCSSL24, author = {Yufan Kang and Jeffrey Chan and Wei Shao and Flora D. Salim and Christopher Leckie}, editor = {Albert Bifet and Tomas Krilavicius and Ioanna Miliou and Slawomir Nowaczyk}, title = {Long-Term Fairness in Ride-Hailing Platform}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part {IX}}, series = {Lecture Notes in Computer Science}, volume = {14949}, pages = {223--239}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70378-2\_14}, doi = {10.1007/978-3-031-70378-2\_14}, timestamp = {Wed, 11 Sep 2024 11:32:10 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KangCSSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangCBCCZ24, author = {Zichong Wang and Zhibo Chu and Ronald Blanco and Zhong Chen and Shu{-}Ching Chen and Wenbin Zhang}, editor = {Albert Bifet and Jesse Davis and Tomas Krilavicius and Meelis Kull and Eirini Ntoutsi and Indre Zliobaite}, title = {Advancing Graph Counterfactual Fairness Through Fair Representation Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {14947}, pages = {40--58}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70368-3\_3}, doi = {10.1007/978-3-031-70368-3\_3}, timestamp = {Wed, 11 Sep 2024 11:32:09 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangCBCCZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangDYCWYZ24, author = {Zichong Wang and Jocelyn Dzuong and Xiaoyong Yuan and Zhong Chen and Yanzhao Wu and Xin Yao and Wenbin Zhang}, editor = {Albert Bifet and Jesse Davis and Tomas Krilavicius and Meelis Kull and Eirini Ntoutsi and Indre Zliobaite}, title = {Individual Fairness with Group Awareness Under Uncertainty}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {14945}, pages = {89--106}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70362-1\_6}, doi = {10.1007/978-3-031-70362-1\_6}, timestamp = {Mon, 09 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangDYCWYZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangXLLC24, author = {Lingfu Wang and Zuobin Xiong and Guangchun Luo and Wei Li and Aiguo Chen}, editor = {Albert Bifet and Jesse Davis and Tomas Krilavicius and Meelis Kull and Eirini Ntoutsi and Indre Zliobaite}, title = {{FCFL:} {A} Fairness Compensation-Based Federated Learning Scheme with Accumulated Queues}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {14943}, pages = {386--402}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-70352-2\_23}, doi = {10.1007/978-3-031-70352-2\_23}, timestamp = {Wed, 09 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangXLLC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/promise/HerreraMK0T24, author = {Salvador Robles Herrera and Verya Monjezi and Vladik Kreinovich and Ashutosh Trivedi and Saeid Tizpaz{-}Niari}, editor = {Weiyi Shang and Maxime Lamothe and Zhiyuan Wan}, title = {Predicting Fairness of {ML} Software Configurations}, booktitle = {Proceedings of the 20th International Conference on Predictive Models and Data Analytics in Software Engineering, {PROMISE} 2024, Porto de Galinhas, Brazil, 16 July 2024}, pages = {56--65}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3663533.3664040}, doi = {10.1145/3663533.3664040}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/promise/HerreraMK0T24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/AirdSAVHMB24, author = {Amanda Aird and Elena Stefancova and Cassidy All and Amy Voida and Martin Homola and Nicholas Mattei and Robin Burke}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {Social Choice for Heterogeneous Fairness in Recommendation}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {1096--1101}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3691706}, doi = {10.1145/3640457.3691706}, timestamp = {Thu, 10 Oct 2024 09:36:24 +0200}, biburl = {https://dblp.org/rec/conf/recsys/AirdSAVHMB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/CruzSKC24, author = {Francis Zac dela Cruz and Flora D. Salim and Yonchanok Khaokaew and Jeffrey Chan}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {{CAPRI-FAIR:} Integration of Multi-sided Fairness in Contextual {POI} Recommendation Framework}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {924--928}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3688170}, doi = {10.1145/3640457.3688170}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/CruzSKC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/Dinnissen24, author = {Karlijn Dinnissen}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {Fairness and Transparency in Music Recommender Systems: Improvements for Artists}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {1368--1375}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3688024}, doi = {10.1145/3640457.3688024}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/Dinnissen24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/KeckiS24, author = {Veronica Kecki and Alan Said}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {Understanding Fairness in Recommender Systems: {A} Healthcare Perspective}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {1125--1130}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3691711}, doi = {10.1145/3640457.3691711}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/KeckiS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/LiuFGL24, author = {Qin Liu and Xuan Feng and Tianlong Gu and Xiaoli Liu}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {FairCRS: Towards User-oriented Fairness in Conversational Recommendation Systems}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {126--136}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3688150}, doi = {10.1145/3640457.3688150}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/LiuFGL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/Souza24, author = {Luan Soares de Souza}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {Fairness Explanations in Recommender Systems}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {1353--1354}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3688020}, doi = {10.1145/3640457.3688020}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/Souza24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/Tommasel24, author = {Antonela Tommasel}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {Fairness Matters: {A} look at LLM-generated group recommendations}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {993--998}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3688182}, doi = {10.1145/3640457.3688182}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/Tommasel24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/XuLWCZW24, author = {Lanling Xu and Zihan Lin and Jinpeng Wang and Sheng Chen and Wayne Xin Zhao and Ji{-}Rong Wen}, editor = {Tommaso Di Noia and Pasquale Lops and Thorsten Joachims and Katrien Verbert and Pablo Castells and Zhenhua Dong and Ben London}, title = {Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation}, booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024}, pages = {918--923}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3640457.3688169}, doi = {10.1145/3640457.3688169}, timestamp = {Fri, 11 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/XuLWCZW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rp/KojimaN24, author = {Misaki Kojima and Naoki Nishida}, editor = {Laura Kov{\'{a}}cs and Ana Sokolova}, title = {On Solving All-Path Reachability Problems for Starvation Freedom of Concurrent Rewrite Systems Under Process Fairness}, booktitle = {Reachability Problems - 18th International Conference, {RP} 2024, Vienna, Austria, September 25-27, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15050}, pages = {54--70}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72621-7\_5}, doi = {10.1007/978-3-031-72621-7\_5}, timestamp = {Thu, 03 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rp/KojimaN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/Jamil24, author = {Hasan Jamil}, editor = {Jiman Hong and Juw Won Park}, title = {Equity and Fairness Challenges in Online Learning in the Age of ChatGPT}, booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing, {SAC} 2024, Avila, Spain, April 8-12, 2024}, pages = {91--92}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3605098.3636108}, doi = {10.1145/3605098.3636108}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sac/Jamil24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/Saarela24, author = {Mirka Saarela}, editor = {Jiman Hong and Juw Won Park}, title = {On the relation of causality- versus correlation-based feature selection on model fairness}, booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing, {SAC} 2024, Avila, Spain, April 8-12, 2024}, pages = {56--64}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3605098.3636018}, doi = {10.1145/3605098.3636018}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sac/Saarela24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/SouzaM24, author = {Rodrigo Souza and Marcelo Manzato}, editor = {Jiman Hong and Juw Won Park}, title = {A Two-Stage Calibration Approach for Mitigating Bias and Fairness in Recommender Systems}, booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing, {SAC} 2024, Avila, Spain, April 8-12, 2024}, pages = {1659--1661}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3605098.3636092}, doi = {10.1145/3605098.3636092}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sac/SouzaM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sacmat/NuoskalaRDM24, author = {Camille Nuoskala and Reyhaneh Rabbaninejad and Tassos Dimitriou and Antonis Michalas}, editor = {Jianwei Niu and Jaideep Vaidya}, title = {FE[r]Chain: Enforcing Fairness in Blockchain Data Exchanges Through Verifiable Functional Encryption}, booktitle = {Proceedings of the 29th {ACM} Symposium on Access Control Models and Technologies, {SACMAT} 2024, San Antonio, TX, USA, May 15-17, 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3649158.3657049}, doi = {10.1145/3649158.3657049}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sacmat/NuoskalaRDM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/satml/ElzaynBVJGH24, author = {Hadi Elzayn and Emily Black and Patrick Vossler and Nathanael Jo and Jacob Goldin and Daniel E. Ho}, title = {Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features}, booktitle = {{IEEE} Conference on Secure and Trustworthy Machine Learning, SaTML 2024, Toronto, ON, Canada, April 9-11, 2024}, pages = {161--193}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/SaTML59370.2024.00016}, doi = {10.1109/SATML59370.2024.00016}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/satml/ElzaynBVJGH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scai/MendezKTD24, author = {Julian Alfredo Mendez and Timotheus Kampik and Andrea Aler Tubella and Virginia Dignum}, editor = {Florian Westphal and Einav Peretz{-}Andersson and Maria Riveiro and Kerstin Bach and Fredrik Heintz}, title = {A Clearer View on Fairness: Visual and Formal Representations for Comparative Analysis}, booktitle = {14th Scandinavian Conference on Artificial Intelligence {SCAI} 2024, June 10-11, 2024, J{\"{o}}nk{\"{o}}ping, Sweden}, series = {Link{\"{o}}ping Electronic Conference Proceedings}, volume = {208}, pages = {112--120}, publisher = {Link{\"{o}}ping University Electronic Press}, year = {2024}, url = {https://doi.org/10.3384/ecp208013}, doi = {10.3384/ECP208013}, timestamp = {Wed, 25 Sep 2024 16:51:55 +0200}, biburl = {https://dblp.org/rec/conf/scai/MendezKTD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds2/HertweckLH24, author = {Corinna Hertweck and Michele Loi and Christoph Heitz}, title = {Group Fairness Refocused: Assessing the Social Impact of {ML} Systems}, booktitle = {11th {IEEE} Swiss Conference on Data Science, {SDS} 2024, Zurich, Switzerland, May 30-31, 2024}, pages = {189--196}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/SDS60720.2024.00034}, doi = {10.1109/SDS60720.2024.00034}, timestamp = {Thu, 17 Oct 2024 16:13:27 +0200}, biburl = {https://dblp.org/rec/conf/sds2/HertweckLH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sds3/HauffCM0CT24, author = {Marco Hauff and Lina Molinas Comet and Paul Moosmann and Christoph Lange and Ioannis Chrysakis and Johannes Theissen{-}Lipp}, editor = {Johannes Theissen{-}Lipp and Pieter Colpaert and Sulayman K. Sowe and Edward Curry and Stefan Decker}, title = {FAIRness in Dataspaces: The Role of Semantics for Data Management}, booktitle = {Proceedings of the Second International Workshop on Semantics in Dataspaces {(SDS} 2024) co-located with the 21st Extended Semantic Web Conference {(ESWC} 2024), Hersonissos, Greece, May 26, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3705}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3705/paper01.pdf}, timestamp = {Thu, 20 Jun 2024 17:09:46 +0200}, biburl = {https://dblp.org/rec/conf/sds3/HauffCM0CT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sepln/LopezVBM24, author = {Luis Alfonso Ure{\~{n}}a L{\'{o}}pez and Mar{\'{\i}}a Teresa Mart{\'{\i}}n Valdivia and Estela Saquete Bor{\'{o}} and Patricio Mart{\'{\i}}nez{-}Barco}, editor = {Alba Bonet{-}Jover and Robiert Sep{\'{u}}lveda{-}Torres and Rafael Mu{\~{n}}oz Guillena and Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and Elena Lloret Pastor and {\'{A}}lvaro Rodrigo{-}Yuste and Aitziber Atutxa}, title = {SocialFairness: Assessing Fairness in Digital Media}, booktitle = {Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations {(SEPLN-CEDI-PD} 2024) co-located with the 7th Spanish Conference on Informatics {(CEDI} 2024), {A} Coru{\~{n}}a, Spain, June 19-20, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3729}, pages = {18--23}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3729/p5\_rev.pdf}, timestamp = {Fri, 26 Jul 2024 13:58:33 +0200}, biburl = {https://dblp.org/rec/conf/sepln/LopezVBM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigcomm/PhilipAWMSSMSS24, author = {Adithya Abraham Philip and Rukshani Athapathu and Ranysha Ware and Fabian Francis Mkocheko and Alexis Schlomer and Mengrou Shou and Zili Meng and Srinivasan Seshan and Justine Sherry}, title = {Prudentia: Findings of an Internet Fairness Watchdog}, booktitle = {Proceedings of the {ACM} {SIGCOMM} 2024 Conference, {ACM} {SIGCOMM} 2024, Sydney, NSW, Australia, August 4-8, 2024}, pages = {506--520}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3651890.3672229}, doi = {10.1145/3651890.3672229}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigcomm/PhilipAWMSSMSS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigcpr/Saryazdi24, author = {Amirhossein Hajigholam Saryazdi}, editor = {Sam Zaza and Cindy K. Riemenschneider and Indira R. Guzman and May Bantan and Thema Monroe{-}White and Rui Sundrup and Nita Brooks and Jason A. Williams and Dongwon Lee}, title = {Algorithm Bias and Perceived Fairness: {A} Comprehensive Scoping Review}, booktitle = {Proceedings of the 2024 Computers and People Research Conference, {SIGMIS-CPR} 2024, Murfreesboro, TN, USA, 29 May 2024- 1 June 2024}, pages = {6:1--6:9}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3632634.3655848}, doi = {10.1145/3632634.3655848}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigcpr/Saryazdi24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigcse/NewmanOLWE24, author = {Pax Newman and Tyanin Opdahl and Yudong Liu and Scott Wehrwein and Yasmine N. Elglaly}, editor = {Ben Stephenson and Jeffrey A. Stone and Lina Battestilli and Samuel A. Rebelsky and Libby Shoop}, title = {Crafting Disability Fairness Learning in Data Science: {A} Student-Centric Pedagogical Approach}, booktitle = {Proceedings of the 55th {ACM} Technical Symposium on Computer Science Education, {SIGCSE} 2024, Volume 1, Portland, OR, USA, March 20-23, 2024}, pages = {944--950}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626252.3630815}, doi = {10.1145/3626252.3630815}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigcse/NewmanOLWE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/Guo00ZLZ24, author = {Huizhong Guo and Dongxia Wang and Zhu Sun and Haonan Zhang and Jinfeng Li and Jie Zhang}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Configurable Fairness for New Item Recommendation Considering Entry Time of Items}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {437--447}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657694}, doi = {10.1145/3626772.3657694}, timestamp = {Sun, 06 Oct 2024 21:14:16 +0200}, biburl = {https://dblp.org/rec/conf/sigir/Guo00ZLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/Han0ZZL24, author = {Zhongxuan Han and Chaochao Chen and Xiaolin Zheng and Li Zhang and Yuyuan Li}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Hypergraph Convolutional Network for User-Oriented Fairness in Recommender Systems}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {903--913}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657737}, doi = {10.1145/3626772.3657737}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/Han0ZZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/JanichMO24, author = {Thomas J{\"{a}}nich and Graham McDonald and Iadh Ounis}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Fairness-Aware Exposure Allocation via Adaptive Reranking}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {1504--1513}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657794}, doi = {10.1145/3626772.3657794}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/JanichMO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/RampiselaRML24, author = {Theresia Veronika Rampisela and Tuukka Ruotsalo and Maria Maistro and Christina Lioma}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {271--281}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657832}, doi = {10.1145/3626772.3657832}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/RampiselaRML24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/VardasbiR0024, author = {Ali Vardasbi and Maarten de Rijke and Fernando Diaz and Mostafa Dehghani}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {1514--1524}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657752}, doi = {10.1145/3626772.3657752}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/VardasbiR0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/YangJML24, author = {Eugene Yang and Thomas J{\"{a}}nich and James Mayfield and Dawn J. Lawrie}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Language Fairness in Multilingual Information Retrieval}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {2487--2491}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657943}, doi = {10.1145/3626772.3657943}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/YangJML24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/ZhuZY24, author = {Xinyu Zhu and Lilin Zhang and Ning Yang}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information Alignment}, booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2024, Washington DC, USA, July 14-18, 2024}, pages = {427--436}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657709}, doi = {10.1145/3626772.3657709}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/ZhuZY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmetrics/ZhangMC24, author = {Yiguang Zhang and Reetahan Mukhopadhyay and Augustin Chaintreau}, editor = {Michele Garetto and Andrea Marin and Florin Ciucu and Giulia Fanti and Rhonda Righter}, title = {Network Fairness Ambivalence: When Does Social Network Capital Mitigate or Amplify Unfairness?}, booktitle = {Abstracts of the 2024 {ACM} {SIGMETRICS/IFIP} {PERFORMANCE} Joint International Conference on Measurement and Modeling of Computer Systems, {SIGMETRICS/PERFORMANCE} 2024, Venice, Italy, June 10-14, 2024}, pages = {81--82}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3652963.3655072}, doi = {10.1145/3652963.3655072}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigmetrics/ZhangMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmod/BellFS24, author = {Andrew Bell and Jo{\~{a}}o Fonseca and Julia Stoyanovich}, editor = {Pablo Barcel{\'{o}} and Nayat S{\'{a}}nchez{-}Pi and Alexandra Meliou and S. Sudarshan}, title = {The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness}, booktitle = {Companion of the 2024 International Conference on Management of Data, {SIGMOD/PODS} 2024, Santiago AA, Chile, June 9-15, 2024}, pages = {464--467}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626246.3654742}, doi = {10.1145/3626246.3654742}, timestamp = {Wed, 24 Jul 2024 21:43:30 +0200}, biburl = {https://dblp.org/rec/conf/sigmod/BellFS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smartcomp/KenneDEHRV24, author = {Modeste Mefenya Kenne and Prasanna Date and Ronald T. Eguchi and ZhengHui Hu and Julie Rousseau and Nalini Venkatasubramanian}, title = {iFair: Achieving Fairness in the Allocation of Scarce Resources for Senior Health Care}, booktitle = {{IEEE} International Conference on Smart Computing, {SMARTCOMP} 2024, Osaka, Japan, June 29 - July 2, 2024}, pages = {22--30}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/SMARTCOMP61445.2024.00025}, doi = {10.1109/SMARTCOMP61445.2024.00025}, timestamp = {Mon, 29 Jul 2024 21:16:59 +0200}, biburl = {https://dblp.org/rec/conf/smartcomp/KenneDEHRV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/soda/SuriyanarayanaSGS24, author = {Varun Suriyanarayana and Varun Sivashankar and Siddharth Gollapudi and David B. Shmoys}, editor = {David P. Woodruff}, title = {Improved Approximation Algorithms for the Joint Replenishment Problem with Outliers, and with Fairness Constraints}, booktitle = {Proceedings of the 2024 {ACM-SIAM} Symposium on Discrete Algorithms, {SODA} 2024, Alexandria, VA, USA, January 7-10, 2024}, pages = {2793--2828}, publisher = {{SIAM}}, year = {2024}, url = {https://doi.org/10.1137/1.9781611977912.99}, doi = {10.1137/1.9781611977912.99}, timestamp = {Thu, 04 Apr 2024 19:38:10 +0200}, biburl = {https://dblp.org/rec/conf/soda/SuriyanarayanaSGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssdbm/YangZYLZL24, author = {Zhijing Yang and Hui Zhang and Chunming Yang and Bo Li and Xujian Zhao and Yin Long}, editor = {Shadi Ibrahim and Suren Byna and Tristan Allard and Jay F. Lofstead and Amelie Chi Zhou and Tassadit Bouadi and Jalil Boukhobza and Diana Moise and C{\'{e}}dric Tedeschi and Jean Luca Bez}, title = {Scale Fairness on Spectral Clustering}, booktitle = {Proceedings of the 36th International Conference on Scientific and Statistical Database Management, {SSDBM} 2024, Rennes, France, July 10-12, 2024}, pages = {9:1--9:9}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3676288.3676301}, doi = {10.1145/3676288.3676301}, timestamp = {Tue, 01 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ssdbm/YangZYLZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/starsem/RanaldiRVOZ24, author = {Leonardo Ranaldi and Elena Sofia Ruzzetti and Davide Venditti and Dario Onorati and Fabio Massimo Zanzotto}, editor = {Danushka Bollegala and Vered Shwartz}, title = {A Trip Towards Fairness: Bias and De-Biasing in Large Language Models}, booktitle = {Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, *SEM 2024, Mexico City, Mexico, June 20-21, 2024}, pages = {372--384}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.starsem-1.30}, doi = {10.18653/V1/2024.STARSEM-1.30}, timestamp = {Mon, 12 Aug 2024 18:46:33 +0200}, biburl = {https://dblp.org/rec/conf/starsem/RanaldiRVOZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/AlvesJSM24, author = {Gabrielle Alves and Dietmar Jannach and Rodrigo Ferrari de Souza and Marcelo Garcia Manzato}, title = {User Perception of Fairness-Calibrated Recommendations}, booktitle = {Proceedings of the 32nd {ACM} Conference on User Modeling, Adaptation and Personalization, {UMAP} 2024, Cagliari, Italy, July 1-4, 2024}, pages = {78--88}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3627043.3659558}, doi = {10.1145/3627043.3659558}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/AlvesJSM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/HuebnerKN24, author = {Blake Huebner and Thomas Elmar Kolb and Julia Neidhardt}, title = {Evaluating Group Fairness in News Recommendations: {A} Comparative Study of Algorithms and Metrics}, booktitle = {Adjunct Proceedings of the 32nd {ACM} Conference on User Modeling, Adaptation and Personalization, {UMAP} Adjunct 2024, Cagliari, Italy, July 1-4, 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3631700.3664897}, doi = {10.1145/3631700.3664897}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/HuebnerKN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/StumpfTNLSY24, author = {Simone Stumpf and Evdoxia Taka and Yuri Nakao and Lin Luo and Ryosuke Sonoda and Takuya Yokota}, title = {The Need for User-centred Assessment of {AI} Fairness and Correctness}, booktitle = {Adjunct Proceedings of the 32nd {ACM} Conference on User Modeling, Adaptation and Personalization, {UMAP} Adjunct 2024, Cagliari, Italy, July 1-4, 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3631700.3664912}, doi = {10.1145/3631700.3664912}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/StumpfTNLSY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/TreuillierCOB24, author = {C{\'{e}}lina Treuillier and Sylvain Castagnos and {\"{O}}zlem {\"{O}}zg{\"{o}}bek and Armelle Brun}, title = {Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems}, booktitle = {Proceedings of the 32nd {ACM} Conference on User Modeling, Adaptation and Personalization, {UMAP} 2024, Cagliari, Italy, July 1-4, 2024}, pages = {143--148}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3627043.3659571}, doi = {10.1145/3627043.3659571}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/TreuillierCOB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vtc/TaiVS24, author = {Ching{-}Lun Tai and Shyam Krishnan Venkateswaran and Raghupathy Sivakumar}, title = {Equitas: Fairness-Aware Dynamic Link Selection for {EMLSR} Operation in {IEEE} 802.11be}, booktitle = {99th {IEEE} Vehicular Technology Conference, {VTC} Spring 2024, Singapore, June 24-27, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/VTC2024-Spring62846.2024.10683632}, doi = {10.1109/VTC2024-SPRING62846.2024.10683632}, timestamp = {Mon, 07 Oct 2024 22:58:56 +0200}, biburl = {https://dblp.org/rec/conf/vtc/TaiVS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vtc/ZollE24, author = {Caroline Zoll and Michael Einhaus}, title = {Enhancing Fairness by Iterative Radio Resource Splitting and User Grouping for CoMP}, booktitle = {99th {IEEE} Vehicular Technology Conference, {VTC} Spring 2024, Singapore, June 24-27, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/VTC2024-Spring62846.2024.10683550}, doi = {10.1109/VTC2024-SPRING62846.2024.10683550}, timestamp = {Mon, 07 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vtc/ZollE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/DIncaTPS24, author = {Moreno D'Inc{\`{a}} and Christos Tzelepis and Ioannis Patras and Nicu Sebe}, title = {Improving Fairness using Vision-Language Driven Image Augmentation}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {4683--4692}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00463}, doi = {10.1109/WACV57701.2024.00463}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/DIncaTPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/JuHJCL24, author = {Yan Ju and Shu Hu and Shan Jia and George H. Chen and Siwei Lyu}, title = {Improving Fairness in Deepfake Detection}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {4643--4653}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00459}, doi = {10.1109/WACV57701.2024.00459}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/JuHJCL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/SethP24, author = {Pratinav Seth and Abhilash K. Pai}, title = {Does the Fairness of Your Pre-Training Hold Up? Examining the Influence of Pre-Training Techniques on Skin Tone Bias in Skin Lesion Classification}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops, {WACVW} 2024 - Workshops, Waikoloa, HI, USA, January 1-6, 2024}, pages = {580--587}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACVW60836.2024.00067}, doi = {10.1109/WACVW60836.2024.00067}, timestamp = {Tue, 30 Apr 2024 09:16:29 +0200}, biburl = {https://dblp.org/rec/conf/wacv/SethP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/ZhangHWM24, author = {Zhaoyu Zhang and Yang Hua and Hui Wang and Se{\'{a}}n F. McLoone}, title = {Improving the Fairness of the Min-Max Game in GANs Training}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {2898--2907}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00289}, doi = {10.1109/WACV57701.2024.00289}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/ZhangHWM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcnc/GhoshOAE24, author = {Pronab Ghosh and Thiago Eustaquio Alves de Oliveira and Fadi Alzhouri and Dariush Ebrahimi}, title = {Maximizing Group-Based Vehicle Communications and Fairness: {A} Reinforcement Learning Approach}, booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024, Dubai, United Arab Emirates, April 21-24, 2024}, pages = {1--7}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WCNC57260.2024.10570939}, doi = {10.1109/WCNC57260.2024.10570939}, timestamp = {Mon, 15 Jul 2024 15:18:26 +0200}, biburl = {https://dblp.org/rec/conf/wcnc/GhoshOAE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcnc/GuoYH0S24, author = {Ning Guo and Xiaopeng Yuan and Yulin Hu and Bo Ai and Anke Schmeink}, title = {Multi-Source {WPT} Enabled IoNT: Joint Resource Allocation for Fairness-Aware Reliability Maximization in the {FBL} Regime}, booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024, Dubai, United Arab Emirates, April 21-24, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WCNC57260.2024.10570777}, doi = {10.1109/WCNC57260.2024.10570777}, timestamp = {Mon, 15 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wcnc/GuoYH0S24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcnc/MasroorGG24, author = {Farha Masroor and Adarsh Gopalakrishnan and Neena Goveas}, title = {Machine Learning-Driven Patient Scheduling in Healthcare: {A} Fairness-Centric Approach for Optimized Resource Allocation}, booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024, Dubai, United Arab Emirates, April 21-24, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WCNC57260.2024.10571017}, doi = {10.1109/WCNC57260.2024.10571017}, timestamp = {Mon, 15 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wcnc/MasroorGG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcnc/ShenSP0E24, author = {Pengfei Shen and Yulin Shao and Haoyuan Pan and Lu Lu and Yonina C. Eldar}, title = {Channel Cycle Time: {A} New Measure of Short-Term Fairness}, booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024, Dubai, United Arab Emirates, April 21-24, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WCNC57260.2024.10570536}, doi = {10.1109/WCNC57260.2024.10570536}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wcnc/ShenSP0E24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/websci/AlmuzainiP024, author = {Abdulaziz A. Almuzaini and David M. Pennock and Vivek K. Singh}, editor = {Luca Maria Aiello and Yelena Mejova and Oshani Seneviratne and Jun Sun and Sierra Kaiser and Steffen Staab}, title = {Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling}, booktitle = {Proceedings of the 16th {ACM} Web Science Conference, {WEBSCI} 2024, Stuttgart, Germany, May 21-24, 2024}, pages = {268--278}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3614419.3644028}, doi = {10.1145/3614419.3644028}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/websci/AlmuzainiP024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wrla/RubioMPV24, author = {Rub{\'{e}}n Rubio and Narciso Mart{\'{\i}}{-}Oliet and Isabel Pita and Alberto Verdejo}, editor = {Kazuhiro Ogata and Narciso Mart{\'{\i}}{-}Oliet}, title = {Specifying Fairness Constraints and Model Checking with Non-intensional Strategies}, booktitle = {Rewriting Logic and Its Applications - 15th International Workshop, {WRLA} 2024, Luxembourg City, Luxembourg, April 6-7, 2024, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {14953}, pages = {145--162}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-65941-6\_8}, doi = {10.1007/978-3-031-65941-6\_8}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wrla/RubioMPV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/GomezC24, author = {Alveiro Alonso Rosado Gomez and Maritza Liliana Calder{\'{o}}n{-}Benavides}, editor = {Luz Angelica Caudillo{-}Mata and Silvio Lattanzi and Andr{\'{e}}s Mu{\~{n}}oz Medina and Leman Akoglu and Aristides Gionis and Sergei Vassilvitskii}, title = {Framework for Bias Detection in Machine Learning Models: {A} Fairness Approach}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, pages = {1152--1154}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3616855.3635731}, doi = {10.1145/3616855.3635731}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/GomezC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/WangWH24, author = {Haonan Wang and Ziwei Wu and Jingrui He}, editor = {Luz Angelica Caudillo{-}Mata and Silvio Lattanzi and Andr{\'{e}}s Mu{\~{n}}oz Medina and Leman Akoglu and Aristides Gionis and Sergei Vassilvitskii}, title = {FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, pages = {721--730}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3616855.3635844}, doi = {10.1145/3616855.3635844}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/WangWH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/00080LZ0T024, author = {Yifan Liu and Wei Xia and Weiwen Liu and Menghui Zhu and Weinan Zhang and Ruiming Tang and Yong Yu}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Roy Ka{-}Wei Lee and Ravi Kumar and Hady W. Lauw}, title = {HiFI: Hierarchical Fairness-aware Integrated Ranking with Constrained Reinforcement Learning}, booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, Singapore, May 13-17, 2024}, pages = {196--205}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589335.3648317}, doi = {10.1145/3589335.3648317}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/00080LZ0T024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/JiangBZW0F024, author = {Meng Jiang and Keqin Bao and Jizhi Zhang and Wenjie Wang and Zhengyi Yang and Fuli Feng and Xiangnan He}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Item-side Fairness of Large Language Model-based Recommendation System}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {4717--4726}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3648158}, doi = {10.1145/3589334.3648158}, timestamp = {Tue, 21 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/JiangBZW0F024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/LiWXFWLS24, author = {Yibo Li and Xiao Wang and Yujie Xing and Shaohua Fan and Ruijia Wang and Yaoqi Liu and Chuan Shi}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Graph Fairness Learning under Distribution Shifts}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {676--684}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645508}, doi = {10.1145/3589334.3645508}, timestamp = {Tue, 28 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/LiWXFWLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ShangGCJL24, author = {Yu Shang and Chen Gao and Jiansheng Chen and Depeng Jin and Yong Li}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {4697--4705}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3648156}, doi = {10.1145/3589334.3648156}, timestamp = {Sat, 03 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/ShangGCJL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/StoicaLC24, author = {Ana{-}Andreea Stoica and Nelly Litvak and Augustin Chaintreau}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Fairness Rising from the Ranks: {HITS} and PageRank on Homophilic Networks}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {2594--2602}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645609}, doi = {10.1145/3589334.3645609}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/StoicaLC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/WangSMZZJM24, author = {Yifan Wang and Peijie Sun and Weizhi Ma and Min Zhang and Yuan Zhang and Peng Jiang and Shaoping Ma}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Intersectional Two-sided Fairness in Recommendation}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {3609--3620}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645518}, doi = {10.1145/3589334.3645518}, timestamp = {Wed, 28 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/WangSMZZJM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/YooZKQZ0WXCT24, author = {Hyunsik Yoo and Zhichen Zeng and Jian Kang and Ruizhong Qiu and David Zhou and Zhining Liu and Fei Wang and Charlie Xu and Eunice Chan and Hanghang Tong}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Ensuring User-side Fairness in Dynamic Recommender Systems}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {3667--3678}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645536}, doi = {10.1145/3589334.3645536}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/YooZKQZ0WXCT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/Zhang0SBXMLKN24, author = {Yanjun Zhang and Ruoxi Sun and Liyue Shen and Guangdong Bai and Minhui Xue and Mark Huasong Meng and Xue Li and Ryan K. L. Ko and Surya Nepal}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {2986--2997}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645545}, doi = {10.1145/3589334.3645545}, timestamp = {Wed, 16 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/Zhang0SBXMLKN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ZhangLHZHGM24, author = {Zheng Zhang and Qi Liu and Zirui Hu and Yi Zhan and Zhenya Huang and Weibo Gao and Qingyang Mao}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Enhancing Fairness in Meta-learned User Modeling via Adaptive Sampling}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {3241--3252}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645369}, doi = {10.1145/3589334.3645369}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/ZhangLHZHGM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ZhangZYYLS24, author = {Zhongjian Zhang and Mengmei Zhang and Yue Yu and Cheng Yang and Jiawei Liu and Chuan Shi}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Endowing Pre-trained Graph Models with Provable Fairness}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {1045--1056}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645703}, doi = {10.1145/3589334.3645703}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/ZhangZYYLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/Zhao0CCCI0D24, author = {Yuying Zhao and Minghua Xu and Huiyuan Chen and Yuzhong Chen and Yiwei Cai and Rashidul Islam and Yu Wang and Tyler Derr}, editor = {Tat{-}Seng Chua and Chong{-}Wah Ngo and Ravi Kumar and Hady W. Lauw and Roy Ka{-}Wei Lee}, title = {Can One Embedding Fit All? {A} Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, pages = {1237--1248}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645662}, doi = {10.1145/3589334.3645662}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/Zhao0CCCI0D24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aimmes/2024, editor = {Roberta Calegari and Carlos Castillo and Symeon Papadopoulos and Roger Andre S{\o}raa}, title = {Proceedings of the 1st Workshop on {AI} bias: Measurements, Mitigation, Explanation Strategies co-located with the {AI} Fairness Cluster Inaugural Conference 2024, Amsterdam, Netherlands, March 20, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3744}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3744}, urn = {urn:nbn:de:0074-3744-7}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aimmes/2024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/fat/2024, title = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3630106}, doi = {10.1145/3630106}, timestamp = {Thu, 06 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/2024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-00093, author = {Xiaotong Guo and Hanyong Xu and Dingyi Zhuang and Yunhan Zheng and Jinhua Zhao}, title = {Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System}, journal = {CoRR}, volume = {abs/2401.00093}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.00093}, doi = {10.48550/ARXIV.2401.00093}, eprinttype = {arXiv}, eprint = {2401.00093}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-00093.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-00588, author = {Ying Sheng and Shiyi Cao and Dacheng Li and Banghua Zhu and Zhuohan Li and Danyang Zhuo and Joseph E. Gonzalez and Ion Stoica}, title = {Fairness in Serving Large Language Models}, journal = {CoRR}, volume = {abs/2401.00588}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.00588}, doi = {10.48550/ARXIV.2401.00588}, eprinttype = {arXiv}, eprint = {2401.00588}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-00588.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-00902, author = {Alexandra Kakadiaris}, title = {Evaluating the Fairness of the {MIMIC-IV} Dataset and a Baseline Algorithm: Application to the {ICU} Length of Stay Prediction}, journal = {CoRR}, volume = {abs/2401.00902}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.00902}, doi = {10.48550/ARXIV.2401.00902}, eprinttype = {arXiv}, eprint = {2401.00902}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-00902.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-01262, author = {Vincent Freiberger and Erik Buchmann}, title = {Fairness Certification for Natural Language Processing and Large Language Models}, journal = {CoRR}, volume = {abs/2401.01262}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.01262}, doi = {10.48550/ARXIV.2401.01262}, eprinttype = {arXiv}, eprint = {2401.01262}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-01262.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-01640, author = {Sofia Yfantidou and Dimitris Spathis and Marios Constantinides and Athena Vakali and Daniele Quercia and Fahim Kawsar}, title = {Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data}, journal = {CoRR}, volume = {abs/2401.01640}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.01640}, doi = {10.48550/ARXIV.2401.01640}, eprinttype = {arXiv}, eprint = {2401.01640}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-01640.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-02012, author = {Allen Minch and Hung Anh Vu and Anne Marie Warren}, title = {Fast {\&} Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning}, journal = {CoRR}, volume = {abs/2401.02012}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.02012}, doi = {10.48550/ARXIV.2401.02012}, eprinttype = {arXiv}, eprint = {2401.02012}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-02012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-02183, author = {Shih{-}Chi Ma and Tatiana Ermakova and Benjamin Fabian}, title = {FairGridSearch: {A} Framework to Compare Fairness-Enhancing Models}, journal = {CoRR}, volume = {abs/2401.02183}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.02183}, doi = {10.48550/ARXIV.2401.02183}, eprinttype = {arXiv}, eprint = {2401.02183}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-02183.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-02552, author = {Ruijie Du and Deepan Muthirayan and Pramod P. Khargonekar and Yanning Shen}, title = {Long-term Fairness For Real-time Decision Making: {A} Constrained Online Optimization Approach}, journal = {CoRR}, volume = {abs/2401.02552}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.02552}, doi = {10.48550/ARXIV.2401.02552}, eprinttype = {arXiv}, eprint = {2401.02552}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-02552.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-02740, author = {Yuxin Shi and Han Yu}, title = {Fairness-Aware Job Scheduling for Multi-Job Federated Learning}, journal = {CoRR}, volume = {abs/2401.02740}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.02740}, doi = {10.48550/ARXIV.2401.02740}, eprinttype = {arXiv}, eprint = {2401.02740}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-02740.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-03097, author = {Xiaobin Song and Zeyuan Liu and Benben Jiang}, title = {Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification}, journal = {CoRR}, volume = {abs/2401.03097}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.03097}, doi = {10.48550/ARXIV.2401.03097}, eprinttype = {arXiv}, eprint = {2401.03097}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-03097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-03562, author = {Syed Irfan Ali Meerza and Luyang Liu and Jiaxin Zhang and Jian Liu}, title = {{GLOCALFAIR:} Jointly Improving Global and Local Group Fairness in Federated Learning}, journal = {CoRR}, volume = {abs/2401.03562}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.03562}, doi = {10.48550/ARXIV.2401.03562}, eprinttype = {arXiv}, eprint = {2401.03562}, timestamp = {Mon, 05 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-03562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-03695, author = {Junjie Yang and Jiajun Jiang and Zeyu Sun and Junjie Chen}, title = {A Large-scale Empirical Study on Improving the Fairness of Deep Learning Models}, journal = {CoRR}, volume = {abs/2401.03695}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.03695}, doi = {10.48550/ARXIV.2401.03695}, eprinttype = {arXiv}, eprint = {2401.03695}, timestamp = {Tue, 08 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-03695.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-04057, author = {Chandan Kumar Sah and Xiaoli Lian and Muhammad Mirajul Islam}, title = {Unveiling Bias in Fairness Evaluations of Large Language Models: {A} Critical Literature Review of Music and Movie Recommendation Systems}, journal = {CoRR}, volume = {abs/2401.04057}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.04057}, doi = {10.48550/ARXIV.2401.04057}, eprinttype = {arXiv}, eprint = {2401.04057}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-04057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-05655, author = {Kaixun Yang and Mladen Rakovic and Yuyang Li and Quanlong Guan and Dragan Gasevic and Guanliang Chen}, title = {Unveiling the Tapestry of Automated Essay Scoring: {A} Comprehensive Investigation of Accuracy, Fairness, and Generalizability}, journal = {CoRR}, volume = {abs/2401.05655}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.05655}, doi = {10.48550/ARXIV.2401.05655}, eprinttype = {arXiv}, eprint = {2401.05655}, timestamp = {Thu, 25 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-05655.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-06318, author = {Yaowei Hu and Jacob Lear and Lu Zhang}, title = {Striking a Balance in Fairness for Dynamic Systems Through Reinforcement Learning}, journal = {CoRR}, volume = {abs/2401.06318}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.06318}, doi = {10.48550/ARXIV.2401.06318}, eprinttype = {arXiv}, eprint = {2401.06318}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-06318.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-07174, author = {Shizhou Xu and Thomas Strohmer}, title = {On the (In)Compatibility between Group Fairness and Individual Fairness}, journal = {CoRR}, volume = {abs/2401.07174}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.07174}, doi = {10.48550/ARXIV.2401.07174}, eprinttype = {arXiv}, eprint = {2401.07174}, timestamp = {Wed, 07 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-07174.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-07404, author = {Rahul K. Gupta and Paprapee Buason and Daniel K. Molzahn}, title = {Fairness-aware Photovoltaic Generation Limits for Voltage Regulation in Power Distribution Networks using Conservative Linear Approximations}, journal = {CoRR}, volume = {abs/2401.07404}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.07404}, doi = {10.48550/ARXIV.2401.07404}, eprinttype = {arXiv}, eprint = {2401.07404}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-07404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-07440, author = {Jia{-}Wei Liang and Nina Amenta}, title = {The Fairness of Redistricting Ghost}, journal = {CoRR}, volume = {abs/2401.07440}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.07440}, doi = {10.48550/ARXIV.2401.07440}, eprinttype = {arXiv}, eprint = {2401.07440}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-07440.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-07697, author = {Arumoy Shome and Luis Cruz and Arie van Deursen}, title = {Data vs. Model Machine Learning Fairness Testing: An Empirical Study}, journal = {CoRR}, volume = {abs/2401.07697}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.07697}, doi = {10.48550/ARXIV.2401.07697}, eprinttype = {arXiv}, eprint = {2401.07697}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-07697.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-08066, author = {Ching{-}Hao Chiu and Yu{-}Jen Chen and Yawen Wu and Yiyu Shi and Tsung{-}Yi Ho}, title = {Achieve Fairness without Demographics for Dermatological Disease Diagnosis}, journal = {CoRR}, volume = {abs/2401.08066}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.08066}, doi = {10.48550/ARXIV.2401.08066}, eprinttype = {arXiv}, eprint = {2401.08066}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-08066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-08097, author = {Ali Rezaei Nasab and Maedeh Dashti and Mojtaba Shahin and Mansooreh Zahedi and Hourieh Khalajzadeh and Chetan Arora and Peng Liang}, title = {A Study of Fairness Concerns in AI-based Mobile App Reviews}, journal = {CoRR}, volume = {abs/2401.08097}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.08097}, doi = {10.48550/ARXIV.2401.08097}, eprinttype = {arXiv}, eprint = {2401.08097}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-08097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-08788, author = {Nil{-}Jana Akpinar and Zachary C. Lipton and Alexandra Chouldechova}, title = {The Impact of Differential Feature Under-reporting on Algorithmic Fairness}, journal = {CoRR}, volume = {abs/2401.08788}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.08788}, doi = {10.48550/ARXIV.2401.08788}, eprinttype = {arXiv}, eprint = {2401.08788}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-08788.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-09852, author = {Truong Thanh Hung Nguyen and Vo Thanh Khang Nguyen and Quoc Hung Cao and Van Binh Truong and Quoc Khanh Nguyen and Hung Cao}, title = {Enhancing the Fairness and Performance of Edge Cameras with Explainable {AI}}, journal = {CoRR}, volume = {abs/2401.09852}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.09852}, doi = {10.48550/ARXIV.2401.09852}, eprinttype = {arXiv}, eprint = {2401.09852}, timestamp = {Fri, 02 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-09852.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-10545, author = {Yashar Deldjoo}, title = {Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency}, journal = {CoRR}, volume = {abs/2401.10545}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.10545}, doi = {10.48550/ARXIV.2401.10545}, eprinttype = {arXiv}, eprint = {2401.10545}, timestamp = {Fri, 02 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-10545.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-10632, author = {Aoqi Zuo and Yiqing Li and Susan Wei and Mingming Gong}, title = {Interventional Fairness on Partially Known Causal Graphs: {A} Constrained Optimization Approach}, journal = {CoRR}, volume = {abs/2401.10632}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.10632}, doi = {10.48550/ARXIV.2401.10632}, eprinttype = {arXiv}, eprint = {2401.10632}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-10632.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-11881, author = {Janvi Chhabra and Jayati Deshmukh and Srinath Srinivasa}, title = {Modelling the Dynamics of Identity and Fairness in Ultimatum Game}, journal = {CoRR}, volume = {abs/2401.11881}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.11881}, doi = {10.48550/ARXIV.2401.11881}, eprinttype = {arXiv}, eprint = {2401.11881}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-11881.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-13391, author = {Sofie Goethals and Toon Calders and David Martens}, title = {Beyond Accuracy-Fairness: Stop evaluating bias mitigation methods solely on between-group metrics}, journal = {CoRR}, volume = {abs/2401.13391}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.13391}, doi = {10.48550/ARXIV.2401.13391}, eprinttype = {arXiv}, eprint = {2401.13391}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-13391.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-13555, author = {Mike Laszkiewicz and Imant Daunhawer and Julia E. Vogt and Asja Fischer and Johannes Lederer}, title = {Benchmarking the Fairness of Image Upsampling Methods}, journal = {CoRR}, volume = {abs/2401.13555}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.13555}, doi = {10.48550/ARXIV.2401.13555}, eprinttype = {arXiv}, eprint = {2401.13555}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-13555.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-13823, author = {Ludovico Boratto and Francesco Fabbri and Gianni Fenu and Mirko Marras and Giacomo Medda}, title = {Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation}, journal = {CoRR}, volume = {abs/2401.13823}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.13823}, doi = {10.48550/ARXIV.2401.13823}, eprinttype = {arXiv}, eprint = {2401.13823}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-13823.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-13935, author = {Lucius E. J. Bynum and Joshua R. Loftus and Julia Stoyanovich}, title = {A New Paradigm for Counterfactual Reasoning in Fairness and Recourse}, journal = {CoRR}, volume = {abs/2401.13935}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.13935}, doi = {10.48550/ARXIV.2401.13935}, eprinttype = {arXiv}, eprint = {2401.13935}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-13935.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-14343, author = {Xuechen Zhang and Mingchen Li and Jiasi Chen and Christos Thrampoulidis and Samet Oymak}, title = {Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective}, journal = {CoRR}, volume = {abs/2401.14343}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.14343}, doi = {10.48550/ARXIV.2401.14343}, eprinttype = {arXiv}, eprint = {2401.14343}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-14343.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-14825, author = {Halvard Hummel and Ayumi Igarashi}, title = {Keeping the Harmony Between Neighbors: Local Fairness in Graph Fair Division}, journal = {CoRR}, volume = {abs/2401.14825}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.14825}, doi = {10.48550/ARXIV.2401.14825}, eprinttype = {arXiv}, eprint = {2401.14825}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-14825.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-15111, author = {Mingquan Lin and Tianhao Li and Zhaoyi Sun and Gregory Holste and Ying Ding and Fei Wang and George Shih and Yifan Peng}, title = {Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning}, journal = {CoRR}, volume = {abs/2401.15111}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.15111}, doi = {10.48550/ARXIV.2401.15111}, eprinttype = {arXiv}, eprint = {2401.15111}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-15111.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-15270, author = {Zhihao Wang and Yiqun Xie and Zhili Li and Xiaowei Jia and Zhe Jiang and Aolin Jia and Shuo Xu}, title = {SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models}, journal = {CoRR}, volume = {abs/2401.15270}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.15270}, doi = {10.48550/ARXIV.2401.15270}, eprinttype = {arXiv}, eprint = {2401.15270}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-15270.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-15497, author = {Juniper L. Lovato and Julia Witte Zimmerman and Isabelle Smith and Peter Dodds and Jennifer Karson}, title = {Foregrounding Artist Opinions: {A} Survey Study on Transparency, Ownership, and Fairness in {AI} Generative Art}, journal = {CoRR}, volume = {abs/2401.15497}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.15497}, doi = {10.48550/ARXIV.2401.15497}, eprinttype = {arXiv}, eprint = {2401.15497}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-15497.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-16088, author = {Andrew Bell and Jo{\~{a}}o Fonseca and Carlo Abrate and Francesco Bonchi and Julia Stoyanovich}, title = {Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity}, journal = {CoRR}, volume = {abs/2401.16088}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16088}, doi = {10.48550/ARXIV.2401.16088}, eprinttype = {arXiv}, eprint = {2401.16088}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16088.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-16350, author = {Simin Javaherian and Sanjeev Panta and Shelby Williams and Md Sirajul Islam and Li Chen}, title = {FedFair3: Unlocking Threefold Fairness in Federated Learning}, journal = {CoRR}, volume = {abs/2401.16350}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16350}, doi = {10.48550/ARXIV.2401.16350}, eprinttype = {arXiv}, eprint = {2401.16350}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16350.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-16439, author = {Daniel Hsu and Jizhou Huang and Brendan Juba}, title = {Polynomial time auditing of statistical subgroup fairness for Gaussian data}, journal = {CoRR}, volume = {abs/2401.16439}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16439}, doi = {10.48550/ARXIV.2401.16439}, eprinttype = {arXiv}, eprint = {2401.16439}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16439.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-16784, author = {Yibo Li and Xiao Wang and Yujie Xing and Shaohua Fan and Ruijia Wang and Yaoqi Liu and Chuan Shi}, title = {Graph Fairness Learning under Distribution Shifts}, journal = {CoRR}, volume = {abs/2401.16784}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16784}, doi = {10.48550/ARXIV.2401.16784}, eprinttype = {arXiv}, eprint = {2401.16784}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16784.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-00485, author = {Hossein A. Rahmani and Mohammadmehdi Naghiaei and Yashar Deldjoo}, title = {A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems}, journal = {CoRR}, volume = {abs/2402.00485}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.00485}, doi = {10.48550/ARXIV.2402.00485}, eprinttype = {arXiv}, eprint = {2402.00485}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-00485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-00955, author = {Yuqing Wang and Malvika Pillai and Yun Zhao and Catherine M. Curtin and Tina Hernandez{-}Boussard}, title = {FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records}, journal = {CoRR}, volume = {abs/2402.00955}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.00955}, doi = {10.48550/ARXIV.2402.00955}, eprinttype = {arXiv}, eprint = {2402.00955}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-00955.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01071, author = {Mahdi Erfanian and H. V. Jagadish and Abolfazl Asudeh}, title = {Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities}, journal = {CoRR}, volume = {abs/2402.01071}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01071}, doi = {10.48550/ARXIV.2402.01071}, eprinttype = {arXiv}, eprint = {2402.01071}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01071.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01084, author = {Sung{-}Ho Cho and Kei Kimura and Kiki Liu and Kwei{-}guu Liu and Zhengjie Liu and Zhaohong Sun and Kentaro Yahiro and Makoto Yokoo}, title = {Fairness and efficiency trade-off in two-sided matching}, journal = {CoRR}, volume = {abs/2402.01084}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01084}, doi = {10.48550/ARXIV.2402.01084}, eprinttype = {arXiv}, eprint = {2402.01084}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01084.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01276, author = {Jiaqi Shao and Tao Lin and Xuanyu Cao and Bing Luo}, title = {Federated Unlearning: a Perspective of Stability and Fairness}, journal = {CoRR}, volume = {abs/2402.01276}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01276}, doi = {10.48550/ARXIV.2402.01276}, eprinttype = {arXiv}, eprint = {2402.01276}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01276.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01327, author = {Yujie Lin and Dong Li and Chen Zhao and Xintao Wu and Qin Tian and Minglai Shao}, title = {Supervised Algorithmic Fairness in Distribution Shifts: {A} Survey}, journal = {CoRR}, volume = {abs/2402.01327}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01327}, doi = {10.48550/ARXIV.2402.01327}, eprinttype = {arXiv}, eprint = {2402.01327}, timestamp = {Tue, 27 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01327.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01857, author = {Xi Li and Jiaqi Wang}, title = {Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models}, journal = {CoRR}, volume = {abs/2402.01857}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01857}, doi = {10.48550/ARXIV.2402.01857}, eprinttype = {arXiv}, eprint = {2402.01857}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01857.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-02225, author = {Yun{-}Wei Chu and Dong{-}Jun Han and Seyyedali Hosseinalipour and Christopher G. Brinton}, title = {Rethinking the Starting Point: Enhancing Performance and Fairness of Federated Learning via Collaborative Pre-Training}, journal = {CoRR}, volume = {abs/2402.02225}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.02225}, doi = {10.48550/ARXIV.2402.02225}, eprinttype = {arXiv}, eprint = {2402.02225}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-02225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-02663, author = {Ricardo Silva}, title = {Counterfactual Fairness Is Not Demographic Parity, and Other Observations}, journal = {CoRR}, volume = {abs/2402.02663}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.02663}, doi = {10.48550/ARXIV.2402.02663}, eprinttype = {arXiv}, eprint = {2402.02663}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-02663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-02816, author = {Yifan Wang and Peijie Sun and Weizhi Ma and Min Zhang and Yuan Zhang and Peng Jiang and Shaoping Ma}, title = {Intersectional Two-sided Fairness in Recommendation}, journal = {CoRR}, volume = {abs/2402.02816}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.02816}, doi = {10.48550/ARXIV.2402.02816}, eprinttype = {arXiv}, eprint = {2402.02816}, timestamp = {Wed, 28 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-02816.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-03011, author = {Vitalii Emelianov and Micha{\"{e}}l Perrot}, title = {On the Impact of Output Perturbation on Fairness in Binary Linear Classification}, journal = {CoRR}, volume = {abs/2402.03011}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.03011}, doi = {10.48550/ARXIV.2402.03011}, eprinttype = {arXiv}, eprint = {2402.03011}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-03011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-03450, author = {Meng Cao and Hussain Hussain and Sandipan Sikdar and Denis Helic and Markus Strohmaier and Roman Kern}, title = {Recommendation Fairness in Social Networks Over Time}, journal = {CoRR}, volume = {abs/2402.03450}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.03450}, doi = {10.48550/ARXIV.2402.03450}, eprinttype = {arXiv}, eprint = {2402.03450}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-03450.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-03531, author = {Sambhav Solanki and Shweta Jain and Sujit Gujar}, title = {Fairness and Privacy Guarantees in Federated Contextual Bandits}, journal = {CoRR}, volume = {abs/2402.03531}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.03531}, doi = {10.48550/ARXIV.2402.03531}, eprinttype = {arXiv}, eprint = {2402.03531}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-03531.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-04634, author = {Sankarshan Damle and Varul Srivastava and Sujit Gujar}, title = {No Transaction Fees? No Problem! Achieving Fairness in Transaction Fee Mechanism Design}, journal = {CoRR}, volume = {abs/2402.04634}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.04634}, doi = {10.48550/ARXIV.2402.04634}, eprinttype = {arXiv}, eprint = {2402.04634}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-04634.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05575, author = {Subham Pokhriyal and Shweta Jain and Ganesh Ghalme and Swapnil Dhamal and Sujit Gujar}, title = {Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits}, journal = {CoRR}, volume = {abs/2402.05575}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05575}, doi = {10.48550/ARXIV.2402.05575}, eprinttype = {arXiv}, eprint = {2402.05575}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05575.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05786, author = {Jazmia Henry}, title = {Prompting Fairness: Artificial Intelligence as Game Players}, journal = {CoRR}, volume = {abs/2402.05786}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05786}, doi = {10.48550/ARXIV.2402.05786}, eprinttype = {arXiv}, eprint = {2402.05786}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05786.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-06348, author = {Archit Sood and Shweta Jain and Sujit Gujar}, title = {Fairness of Exposure in Online Restless Multi-armed Bandits}, journal = {CoRR}, volume = {abs/2402.06348}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.06348}, doi = {10.48550/ARXIV.2402.06348}, eprinttype = {arXiv}, eprint = {2402.06348}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-06348.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-06576, author = {Abhijin Adiga and Yohai Trabelsi and Tanvir Ferdousi and Madhav V. Marathe and S. S. Ravi and Samarth Swarup and Anil Kumar S. Vullikanti and Mandy L. Wilson and Sarit Kraus and Reetwika Basu and Supriya Savalkar and Matthew Yourek and Michael Brady and Kirti Rajagopalan and Jonathan Yoder}, title = {Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading}, journal = {CoRR}, volume = {abs/2402.06576}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.06576}, doi = {10.48550/ARXIV.2402.06576}, eprinttype = {arXiv}, eprint = {2402.06576}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-06576.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-06696, author = {Ruiyang Qin and Yuting Hu and Zheyu Yan and Jinjun Xiong and Ahmed Abbasi and Yiyu Shi}, title = {{FL-NAS:} Towards Fairness of {NAS} for Resource Constrained Devices via Large Language Models}, journal = {CoRR}, volume = {abs/2402.06696}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.06696}, doi = {10.48550/ARXIV.2402.06696}, eprinttype = {arXiv}, eprint = {2402.06696}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-06696.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-07578, author = {Adri{\'{a}}n Garc{\'{\i}}a{-}Garc{\'{\i}}a and Juan Carlos Saez and Fernando Castro and Manuel Prieto{-}Mat{\'{\i}}as}, title = {{LFOC:} {A} Lightweight Fairness-Oriented Cache Clustering Policy for Commodity Multicores}, journal = {CoRR}, volume = {abs/2402.07578}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.07578}, doi = {10.48550/ARXIV.2402.07578}, eprinttype = {arXiv}, eprint = {2402.07578}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-07578.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-07586, author = {Teresa Salazar and Jo{\~{a}}o Gama and Helder Ara{\'{u}}jo and Pedro Henriques Abreu}, title = {Unveiling Group-Specific Distributed Concept Drift: {A} Fairness Imperative in Federated Learning}, journal = {CoRR}, volume = {abs/2402.07586}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.07586}, doi = {10.48550/ARXIV.2402.07586}, eprinttype = {arXiv}, eprint = {2402.07586}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-07586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-07778, author = {Jamelle Watson{-}Daniels}, title = {Algorithmic Fairness and Color-blind Racism: Navigating the Intersection}, journal = {CoRR}, volume = {abs/2402.07778}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.07778}, doi = {10.48550/ARXIV.2402.07778}, eprinttype = {arXiv}, eprint = {2402.07778}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-07778.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08250, author = {Yifan Yang and Mingquan Lin and Han Zhao and Yifan Peng and Furong Huang and Zhiyong Lu}, title = {A survey of recent methods for addressing {AI} fairness and bias in biomedicine}, journal = {CoRR}, volume = {abs/2402.08250}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08250}, doi = {10.48550/ARXIV.2402.08250}, eprinttype = {arXiv}, eprint = {2402.08250}, timestamp = {Mon, 04 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08250.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08522, author = {Martijn de Vos and Akash Dhasade and Jade Garcia Bourr{\'{e}}e and Anne{-}Marie Kermarrec and Erwan Le Merrer and Beno{\^{\i}}t Rottembourg and Gilles Tr{\'{e}}dan}, title = {Fairness Auditing with Multi-Agent Collaboration}, journal = {CoRR}, volume = {abs/2402.08522}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08522}, doi = {10.48550/ARXIV.2402.08522}, eprinttype = {arXiv}, eprint = {2402.08522}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08533, author = {Patrick Jaillet and Chara Podimata and Zijie Zhou}, title = {Grace Period is All You Need: Individual Fairness without Revenue Loss in Revenue Management}, journal = {CoRR}, volume = {abs/2402.08533}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08533}, doi = {10.48550/ARXIV.2402.08533}, eprinttype = {arXiv}, eprint = {2402.08533}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08533.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08879, author = {Yiqi Liu and Francesca Molinari}, title = {Inference for an Algorithmic Fairness-Accuracy Frontier}, journal = {CoRR}, volume = {abs/2402.08879}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08879}, doi = {10.48550/ARXIV.2402.08879}, eprinttype = {arXiv}, eprint = {2402.08879}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08879.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-09326, author = {Siddartha Devic and Aleksandra Korolova and David Kempe and Vatsal Sharan}, title = {Stability and Multigroup Fairness in Ranking with Uncertain Predictions}, journal = {CoRR}, volume = {abs/2402.09326}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.09326}, doi = {10.48550/ARXIV.2402.09326}, eprinttype = {arXiv}, eprint = {2402.09326}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-09326.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-09328, author = {Patrick Oliver Schenk and Christoph Kern}, title = {Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production}, journal = {CoRR}, volume = {abs/2402.09328}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.09328}, doi = {10.48550/ARXIV.2402.09328}, eprinttype = {arXiv}, eprint = {2402.09328}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-09328.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10473, author = {Songjie Xie and Youlong Wu and Jiaxuan Li and Ming Ding and Khaled B. Letaief}, title = {Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy}, journal = {CoRR}, volume = {abs/2402.10473}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10473}, doi = {10.48550/ARXIV.2402.10473}, eprinttype = {arXiv}, eprint = {2402.10473}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10473.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10567, author = {Yogesh Tripathi and Raghav Donakanti and Sahil Girhepuje and Ishan Kavathekar and Bhaskara Hanuma Vedula and Gokul S. Krishnan and Shreya Goyal and Anmol Goel and Balaraman Ravindran and Ponnurangam Kumaraguru}, title = {InSaAF: Incorporating Safety through Accuracy and Fairness {\(\vert\)} Are LLMs ready for the Indian Legal Domain?}, journal = {CoRR}, volume = {abs/2402.10567}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10567}, doi = {10.48550/ARXIV.2402.10567}, eprinttype = {arXiv}, eprint = {2402.10567}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10756, author = {Siamak Ghodsi and Seyed Amjad Seyedi and Eirini Ntoutsi}, title = {Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering}, journal = {CoRR}, volume = {abs/2402.10756}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10756}, doi = {10.48550/ARXIV.2402.10756}, eprinttype = {arXiv}, eprint = {2402.10756}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10756.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12062, author = {Marcello Di Bello and Nicol{\`{o}} Cangiotti and Michele Loi}, title = {Causal Equal Protection as Algorithmic Fairness}, journal = {CoRR}, volume = {abs/2402.12062}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12062}, doi = {10.48550/ARXIV.2402.12062}, eprinttype = {arXiv}, eprint = {2402.12062}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12066, author = {Jiawei Xu and Yijie Mao}, title = {Max-Min Fairness for Uplink Rate-Splitting Multiple Access with Finite Blocklength}, journal = {CoRR}, volume = {abs/2402.12066}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12066}, doi = {10.48550/ARXIV.2402.12066}, eprinttype = {arXiv}, eprint = {2402.12066}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12150, author = {Tianlin Li and Xiaoyu Zhang and Chao Du and Tianyu Pang and Qian Liu and Qing Guo and Chao Shen and Yang Liu}, title = {Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One}, journal = {CoRR}, volume = {abs/2402.12150}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12150}, doi = {10.48550/ARXIV.2402.12150}, eprinttype = {arXiv}, eprint = {2402.12150}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12150.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12161, author = {Zhongjian Zhang and Mengmei Zhang and Yue Yu and Cheng Yang and Jiawei Liu and Chuan Shi}, title = {Endowing Pre-trained Graph Models with Provable Fairness}, journal = {CoRR}, volume = {abs/2402.12161}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12161}, doi = {10.48550/ARXIV.2402.12161}, eprinttype = {arXiv}, eprint = {2402.12161}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12161.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12319, author = {Chen Zhao and Feng Mi and Xintao Wu and Kai Jiang and Latifur Khan and Feng Chen}, title = {Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness}, journal = {CoRR}, volume = {abs/2402.12319}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12319}, doi = {10.48550/ARXIV.2402.12319}, eprinttype = {arXiv}, eprint = {2402.12319}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12319.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12541, author = {Yuying Zhao and Yu Wang and Yi Zhang and Pamela J. Wisniewski and Charu C. Aggarwal and Tyler Derr}, title = {Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation}, journal = {CoRR}, volume = {abs/2402.12541}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12541}, doi = {10.48550/ARXIV.2402.12541}, eprinttype = {arXiv}, eprint = {2402.12541}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12541.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12572, author = {Chhavi Yadav and Amrita Roy Chowdhury and Dan Boneh and Kamalika Chaudhuri}, title = {FairProof : Confidential and Certifiable Fairness for Neural Networks}, journal = {CoRR}, volume = {abs/2402.12572}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12572}, doi = {10.48550/ARXIV.2402.12572}, eprinttype = {arXiv}, eprint = {2402.12572}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12572.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12937, author = {Anuj Kumar Sirohi and Anjali Gupta and Sayan Ranu and Sandeep Kumar and Amitabha Bagchi}, title = {{GRAPHGINI:} Fostering Individual and Group Fairness in Graph Neural Networks}, journal = {CoRR}, volume = {abs/2402.12937}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12937}, doi = {10.48550/ARXIV.2402.12937}, eprinttype = {arXiv}, eprint = {2402.12937}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12937.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-13061, author = {Hao{-}Wei Chung and Ching{-}Hao Chiu and Yu{-}Jen Chen and Yiyu Shi and Tsung{-}Yi Ho}, title = {Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space}, journal = {CoRR}, volume = {abs/2402.13061}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.13061}, doi = {10.48550/ARXIV.2402.13061}, eprinttype = {arXiv}, eprint = {2402.13061}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-13061.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-13379, author = {Weiye Chen and Yiqun Xie and Xiaowei Jia and Erhu He and Han Bao and Bang An and Xun Zhou}, title = {Referee-Meta-Learning for Fast Adaptation of Locational Fairness}, journal = {CoRR}, volume = {abs/2402.13379}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.13379}, doi = {10.48550/ARXIV.2402.13379}, eprinttype = {arXiv}, eprint = {2402.13379}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-13379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-13393, author = {Kaiqi Jiang and Wenzhe Fan and Mao Li and Xinhua Zhang}, title = {Fairness Risks for Group-conditionally Missing Demographics}, journal = {CoRR}, volume = {abs/2402.13393}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.13393}, doi = {10.48550/ARXIV.2402.13393}, eprinttype = {arXiv}, eprint = {2402.13393}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-13393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-13495, author = {Yuying Zhao and Minghua Xu and Huiyuan Chen and Yuzhong Chen and Yiwei Cai and Rashidul Islam and Yu Wang and Tyler Derr}, title = {Can One Embedding Fit All? {A} Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness}, journal = {CoRR}, volume = {abs/2402.13495}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.13495}, doi = {10.48550/ARXIV.2402.13495}, eprinttype = {arXiv}, eprint = {2402.13495}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-13495.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-13787, author = {Ana{-}Andreea Stoica and Nelly Litvak and Augustin Chaintreau}, title = {Fairness Rising from the Ranks: {HITS} and PageRank on Homophilic Networks}, journal = {CoRR}, volume = {abs/2402.13787}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.13787}, doi = {10.48550/ARXIV.2402.13787}, eprinttype = {arXiv}, eprint = {2402.13787}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-13787.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-14173, author = {Shahar Dobzinski and Sigal Oren and Jan Vondr{\'{a}}k}, title = {Fairness and Incentive Compatibility via Percentage Fees}, journal = {CoRR}, volume = {abs/2402.14173}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.14173}, doi = {10.48550/ARXIV.2402.14173}, eprinttype = {arXiv}, eprint = {2402.14173}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-14173.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-14305, author = {Phuong Dinh Mai and Duc{-}Trong Le and Tuan{-}Anh Hoang and Dung D. Le}, title = {Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings}, journal = {CoRR}, volume = {abs/2402.14305}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.14305}, doi = {10.48550/ARXIV.2402.14305}, eprinttype = {arXiv}, eprint = {2402.14305}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-14305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-14929, author = {Afroditi Papadaki and Natalia Mart{\'{\i}}nez and Mart{\'{\i}}n Bertr{\'{a}}n and Guillermo Sapiro and Miguel R. D. Rodrigues}, title = {Federated Fairness without Access to Sensitive Groups}, journal = {CoRR}, volume = {abs/2402.14929}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.14929}, doi = {10.48550/ARXIV.2402.14929}, eprinttype = {arXiv}, eprint = {2402.14929}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-14929.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-14996, author = {Owen Eckart and Alexandros Psomas and Paritosh Verma}, title = {On the Fairness of Normalized p-Means for Allocating Goods and Chores}, journal = {CoRR}, volume = {abs/2402.14996}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.14996}, doi = {10.48550/ARXIV.2402.14996}, eprinttype = {arXiv}, eprint = {2402.14996}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-14996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-15215, author = {Meng Jiang and Keqin Bao and Jizhi Zhang and Wenjie Wang and Zhengyi Yang and Fuli Feng and Xiangnan He}, title = {Item-side Fairness of Large Language Model-based Recommendation System}, journal = {CoRR}, volume = {abs/2402.15215}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.15215}, doi = {10.48550/ARXIV.2402.15215}, eprinttype = {arXiv}, eprint = {2402.15215}, timestamp = {Wed, 10 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-15215.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-16028, author = {Xinpeng Ling and Jie Fu and Zhili Chen and Kuncan Wang and Huifa Li and Tong Cheng and Guanying Xu and Qin Li}, title = {FedFDP: Federated Learning with Fairness and Differential Privacy}, journal = {CoRR}, volume = {abs/2402.16028}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.16028}, doi = {10.48550/ARXIV.2402.16028}, eprinttype = {arXiv}, eprint = {2402.16028}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-16028.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-16145, author = {Karen Frilya Celine and Muhammad Ayaz Dzulfikar and Ivan Adrian Koswara}, title = {Egalitarian Price of Fairness for Indivisible Goods}, journal = {CoRR}, volume = {abs/2402.16145}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.16145}, doi = {10.48550/ARXIV.2402.16145}, eprinttype = {arXiv}, eprint = {2402.16145}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-16145.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-17013, author = {T. Y. S. S. Santosh and Nina Baumgartner and Matthias St{\"{u}}rmer and Matthias Grabmair and Joel Niklaus}, title = {Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset}, journal = {CoRR}, volume = {abs/2402.17013}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.17013}, doi = {10.48550/ARXIV.2402.17013}, eprinttype = {arXiv}, eprint = {2402.17013}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-17013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-17106, author = {Muhammad Faaiz Taufiq and Jean{-}Francois Ton and Yang Liu}, title = {Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees}, journal = {CoRR}, volume = {abs/2402.17106}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.17106}, doi = {10.48550/ARXIV.2402.17106}, eprinttype = {arXiv}, eprint = {2402.17106}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-17106.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-17229, author = {Li Lin and Xinan He and Yan Ju and Xin Wang and Feng Ding and Shu Hu}, title = {Preserving Fairness Generalization in Deepfake Detection}, journal = {CoRR}, volume = {abs/2402.17229}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.17229}, doi = {10.48550/ARXIV.2402.17229}, eprinttype = {arXiv}, eprint = {2402.17229}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-17229.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-17729, author = {Yanghao Zhang and Tianle Zhang and Ronghui Mu and Xiaowei Huang and Wenjie Ruan}, title = {Towards Fairness-Aware Adversarial Learning}, journal = {CoRR}, volume = {abs/2402.17729}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.17729}, doi = {10.48550/ARXIV.2402.17729}, eprinttype = {arXiv}, eprint = {2402.17729}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-17729.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-18133, author = {Jiequan Cui and Beier Zhu and Xin Wen and Xiaojuan Qi and Bei Yu and Hanwang Zhang}, title = {Classes Are Not Equal: An Empirical Study on Image Recognition Fairness}, journal = {CoRR}, volume = {abs/2402.18133}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.18133}, doi = {10.48550/ARXIV.2402.18133}, eprinttype = {arXiv}, eprint = {2402.18133}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-18133.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-18502, author = {Garima Chhikara and Anurag Sharma and Kripabandhu Ghosh and Abhijnan Chakraborty}, title = {Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification}, journal = {CoRR}, volume = {abs/2402.18502}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.18502}, doi = {10.48550/ARXIV.2402.18502}, eprinttype = {arXiv}, eprint = {2402.18502}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-18502.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-18607, author = {Xinjian Luo and Yangfan Jiang and Fei Wei and Yuncheng Wu and Xiaokui Xiao and Beng Chin Ooi}, title = {Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective}, journal = {CoRR}, volume = {abs/2402.18607}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.18607}, doi = {10.48550/ARXIV.2402.18607}, eprinttype = {arXiv}, eprint = {2402.18607}, timestamp = {Tue, 26 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-18607.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-19038, author = {Emeralda Sesari and Federica Sarro and Ayushi Rastogi}, title = {Understanding Fairness in Software Engineering: Insights from Stack Exchange}, journal = {CoRR}, volume = {abs/2402.19038}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.19038}, doi = {10.48550/ARXIV.2402.19038}, eprinttype = {arXiv}, eprint = {2402.19038}, timestamp = {Tue, 26 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-19038.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-19071, author = {Yueqiao Jin and Vanessa Echeverr{\'{\i}}a and Lixiang Yan and Linxuan Zhao and Riordan Alfredo and Yi{-}Shan Tsai and Dragan Gasevic and Roberto Mart{'{i}}nez{ }Maldonado}, title = {{FATE} in {MMLA:} {A} Student-Centred Exploration of Fairness, Accountability, Transparency, and Ethics in Multimodal Learning Analytics}, journal = {CoRR}, volume = {abs/2402.19071}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.19071}, doi = {10.48550/ARXIV.2402.19071}, eprinttype = {arXiv}, eprint = {2402.19071}, timestamp = {Mon, 23 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-19071.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-19226, author = {Pratik Gajane and Sean Newman and John D. Piette}, title = {Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain}, journal = {CoRR}, volume = {abs/2402.19226}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.19226}, doi = {10.48550/ARXIV.2402.19226}, eprinttype = {arXiv}, eprint = {2402.19226}, timestamp = {Tue, 26 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-19226.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-00198, author = {Sana Ebrahimi and Kaiwen Chen and Abolfazl Asudeh and Gautam Das and Nick Koudas}, title = {{AXOLOTL:} Fairness through Assisted Self-Debiasing of Large Language Model Outputs}, journal = {CoRR}, volume = {abs/2403.00198}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.00198}, doi = {10.48550/ARXIV.2403.00198}, eprinttype = {arXiv}, eprint = {2403.00198}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-00198.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-00397, author = {R{\'{e}}mi Castera and Felipe Garrido{-}Lucero and Mathieu Molina and Simon Mauras and Patrick Loiseau and Vianney Perchet}, title = {The Price of Fairness in Bipartite Matching}, journal = {CoRR}, volume = {abs/2403.00397}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.00397}, doi = {10.48550/ARXIV.2403.00397}, eprinttype = {arXiv}, eprint = {2403.00397}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-00397.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-00625, author = {Yixuan Zhang and Feng Zhou}, title = {Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency}, journal = {CoRR}, volume = {abs/2403.00625}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.00625}, doi = {10.48550/ARXIV.2403.00625}, eprinttype = {arXiv}, eprint = {2403.00625}, timestamp = {Thu, 25 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-00625.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-02192, author = {Dimitrios Kollias and Anastasios Arsenos and Stefanos D. Kollias}, title = {Domain adaptation, Explainability {\&} Fairness in {AI} for Medical Image Analysis: Diagnosis of {COVID-19} based on 3-D Chest CT-scans}, journal = {CoRR}, volume = {abs/2403.02192}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.02192}, doi = {10.48550/ARXIV.2403.02192}, eprinttype = {arXiv}, eprint = {2403.02192}, timestamp = {Tue, 25 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-02192.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-03357, author = {Mercy Nyamewaa Asiedu and Awa Dieng and Iskandar Haykel and Negar Rostamzadeh and Stephen Pfohl and Chirag Nagpal and Maria Nagawa and Abigail Oppong and Sanmi Koyejo and Katherine A. Heller}, title = {The Case for Globalizing Fairness: {A} Mixed Methods Study on Colonialism, AI, and Health in Africa}, journal = {CoRR}, volume = {abs/2403.03357}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.03357}, doi = {10.48550/ARXIV.2403.03357}, eprinttype = {arXiv}, eprint = {2403.03357}, timestamp = {Wed, 03 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-03357.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-04265, author = {Susobhan Bandopadhyay and Aritra Banik and Sushmita Gupta and Pallavi Jain and Abhishek Sahu and Saket Saurabh and Prafullkumar Tale}, title = {Conflict and Fairness in Resource Allocation}, journal = {CoRR}, volume = {abs/2403.04265}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.04265}, doi = {10.48550/ARXIV.2403.04265}, eprinttype = {arXiv}, eprint = {2403.04265}, timestamp = {Wed, 03 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-04265.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-04431, author = {Halil Yigit {\"{O}}ks{\"{u}}z and Fabio Molinari and Henning Sprekeler and J{\"{o}}rg Raisch}, title = {Boosting Fairness and Robustness in Over-the-Air Federated Learning}, journal = {CoRR}, volume = {abs/2403.04431}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.04431}, doi = {10.48550/ARXIV.2403.04431}, eprinttype = {arXiv}, eprint = {2403.04431}, timestamp = {Wed, 03 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-04431.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-05235, author = {Mingxuan Liu and Yilin Ning and Yuhe Ke and Yuqing Shang and Bibhas Chakraborty and Marcus Eng Hock Ong and Roger Vaughan and Nan Liu}, title = {Fairness-Aware Interpretable Modeling {(FAIM)} for Trustworthy Machine Learning in Healthcare}, journal = {CoRR}, volume = {abs/2403.05235}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.05235}, doi = {10.48550/ARXIV.2403.05235}, eprinttype = {arXiv}, eprint = {2403.05235}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-05235.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-05668, author = {Yashar Deldjoo and Tommaso Di Noia}, title = {CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System}, journal = {CoRR}, volume = {abs/2403.05668}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.05668}, doi = {10.48550/ARXIV.2403.05668}, eprinttype = {arXiv}, eprint = {2403.05668}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-05668.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-06031, author = {Dalia Gala and Milo Phillips{-}Brown and Naman Goel and Carinal Prunkl and Laura Alvarez Jubete and Medb Corcoran and Ray Eitel{-}Porter}, title = {FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition}, journal = {CoRR}, volume = {abs/2403.06031}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.06031}, doi = {10.48550/ARXIV.2403.06031}, eprinttype = {arXiv}, eprint = {2403.06031}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-06031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-06034, author = {Jie Cai and Aashka Patel and Azadeh Naderi and Donghee Yvette Wohn}, title = {Content Moderation Justice and Fairness on Social Media: Comparisons Across Different Contexts and Platforms}, journal = {CoRR}, volume = {abs/2403.06034}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.06034}, doi = {10.48550/ARXIV.2403.06034}, eprinttype = {arXiv}, eprint = {2403.06034}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-06034.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-06812, author = {Yahav Bechavod}, title = {Monotone Individual Fairness}, journal = {CoRR}, volume = {abs/2403.06812}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.06812}, doi = {10.48550/ARXIV.2403.06812}, eprinttype = {arXiv}, eprint = {2403.06812}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-06812.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-07328, author = {Tanmay Inamdar and Pallavi Jain and Daniel Lokshtanov and Abhishek Sahu and Saket Saurabh and Anannya Upasana}, title = {Satisfiability to Coverage in Presence of Fairness, Matroid, and Global Constraints}, journal = {CoRR}, volume = {abs/2403.07328}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.07328}, doi = {10.48550/ARXIV.2403.07328}, eprinttype = {arXiv}, eprint = {2403.07328}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-07328.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-07724, author = {Zachary McBride Lazri and Danial Dervovic and Antigoni Polychroniadou and Ivan Brugere and Dana Dachman{-}Soled and Min Wu}, title = {Balancing Fairness and Accuracy in Data-Restricted Binary Classification}, journal = {CoRR}, volume = {abs/2403.07724}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.07724}, doi = {10.48550/ARXIV.2403.07724}, eprinttype = {arXiv}, eprint = {2403.07724}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-07724.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-07780, author = {Xianli Zeng and Joshua Ward and Guang Cheng}, title = {FairRR: Pre-Processing for Group Fairness through Randomized Response}, journal = {CoRR}, volume = {abs/2403.07780}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.07780}, doi = {10.48550/ARXIV.2403.07780}, eprinttype = {arXiv}, eprint = {2403.07780}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-07780.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-07853, author = {Rahul K. Gupta and Daniel K. Molzahn}, title = {Improving Fairness in Photovoltaic Curtailments via Daily Topology Reconfiguration for Voltage Control in Power Distribution Networks}, journal = {CoRR}, volume = {abs/2403.07853}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.07853}, doi = {10.48550/ARXIV.2403.07853}, eprinttype = {arXiv}, eprint = {2403.07853}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-07853.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-07857, author = {Sierra Calanda Wyllie and Ilia Shumailov and Nicolas Papernot}, title = {Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias}, journal = {CoRR}, volume = {abs/2403.07857}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.07857}, doi = {10.48550/ARXIV.2403.07857}, eprinttype = {arXiv}, eprint = {2403.07857}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-07857.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-08115, author = {Vincent Freiberger and Erik Buchmann}, title = {Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies}, journal = {CoRR}, volume = {abs/2403.08115}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.08115}, doi = {10.48550/ARXIV.2403.08115}, eprinttype = {arXiv}, eprint = {2403.08115}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-08115.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-09153, author = {Yulan Gao and Chao Ren and Han Yu}, title = {Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks}, journal = {CoRR}, volume = {abs/2403.09153}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.09153}, doi = {10.48550/ARXIV.2403.09153}, eprinttype = {arXiv}, eprint = {2403.09153}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-09153.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-10230, author = {Shanshan Zhang and Wen Chen and Qingqing Wu and Ziwei Liu and Shunqing Zhang and Jun Li}, title = {Fairness Optimization for Intelligent Reflecting Surface Aided Uplink Rate-Splitting Multiple Access}, journal = {CoRR}, volume = {abs/2403.10230}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.10230}, doi = {10.48550/ARXIV.2403.10230}, eprinttype = {arXiv}, eprint = {2403.10230}, timestamp = {Wed, 16 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-10230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-10624, author = {Miao Zhang and Rumi Chunara}, title = {Leveraging {CLIP} for Inferring Sensitive Information and Improving Model Fairness}, journal = {CoRR}, volume = {abs/2403.10624}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.10624}, doi = {10.48550/ARXIV.2403.10624}, eprinttype = {arXiv}, eprint = {2403.10624}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-10624.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-10652, author = {Cecilia Ying and Stephen Thomas}, title = {Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization}, journal = {CoRR}, volume = {abs/2403.10652}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.10652}, doi = {10.48550/ARXIV.2403.10652}, eprinttype = {arXiv}, eprint = {2403.10652}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-10652.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-12069, author = {Serdar Kadioglu and Filip Michalsk{\'{y}}}, title = {Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth}, journal = {CoRR}, volume = {abs/2403.12069}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.12069}, doi = {10.48550/ARXIV.2403.12069}, eprinttype = {arXiv}, eprint = {2403.12069}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-12069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-12474, author = {Cheng Yang and Jixi Liu and Yunhe Yan and Chuan Shi}, title = {FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization}, journal = {CoRR}, volume = {abs/2403.12474}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.12474}, doi = {10.48550/ARXIV.2403.12474}, eprinttype = {arXiv}, eprint = {2403.12474}, timestamp = {Mon, 08 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-12474.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-13864, author = {Abigail Langbridge and Anthony Quinn and Robert Shorten}, title = {Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets}, journal = {CoRR}, volume = {abs/2403.13864}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.13864}, doi = {10.48550/ARXIV.2403.13864}, eprinttype = {arXiv}, eprint = {2403.13864}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-13864.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-14040, author = {Nripsuta Ani Saxena and Wenbin Zhang and Cyrus Shahabi}, title = {Spatial Fairness: The Case for its Importance, Limitations of Existing Work, and Guidelines for Future Research}, journal = {CoRR}, volume = {abs/2403.14040}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.14040}, doi = {10.48550/ARXIV.2403.14040}, eprinttype = {arXiv}, eprint = {2403.14040}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-14040.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-14342, author = {Erwan Mahe and Rouwaida Abdallah and Sara {Tucci Piergiovanni} and Pierre{-}Yves Piriou}, title = {Adversary-Augmented Simulation to evaluate client-fairness on HyperLedger Fabric}, journal = {CoRR}, volume = {abs/2403.14342}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.14342}, doi = {10.48550/ARXIV.2403.14342}, eprinttype = {arXiv}, eprint = {2403.14342}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-14342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-14636, author = {David Leslie and Cami Rincon and Morgan Briggs and Antonella Perini and Smera Jayadeva and Ann Borda and SJ Bennett and Christopher Burr and Mhairi Aitken and Michael A. Katell and Claudia Fischer and Janis Wong and Ismael Kherroubi Garcia}, title = {{AI} Fairness in Practice}, journal = {CoRR}, volume = {abs/2403.14636}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.14636}, doi = {10.48550/ARXIV.2403.14636}, eprinttype = {arXiv}, eprint = {2403.14636}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-14636.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-14641, author = {David Fern{\'{a}}ndez Llorca and Ronan Hamon and Henrik Junklewitz and Kathrin Grosse and Lars Kunze and Patrick Seiniger and Robert Swaim and Nick Reed and Alexandre Alahi and Emilia G{\'{o}}mez and Ignacio S{\'{a}}nchez and {\'{A}}kos Kriston}, title = {Testing autonomous vehicles and {AI:} perspectives and challenges from cybersecurity, transparency, robustness and fairness}, journal = {CoRR}, volume = {abs/2403.14641}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.14641}, doi = {10.48550/ARXIV.2403.14641}, eprinttype = {arXiv}, eprint = {2403.14641}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-14641.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-14713, author = {Yewon Byun and Dylan Sam and Michael Oberst and Zachary C. Lipton and Bryan Wilder}, title = {Auditing Fairness under Unobserved Confounding}, journal = {CoRR}, volume = {abs/2403.14713}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.14713}, doi = {10.48550/ARXIV.2403.14713}, eprinttype = {arXiv}, eprint = {2403.14713}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-14713.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-15481, author = {Aastha Pant and Rashina Hoda and Chakkrit Tantithamthavorn and Burak Turhan}, title = {Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in {AI/ML} Development}, journal = {CoRR}, volume = {abs/2403.15481}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.15481}, doi = {10.48550/ARXIV.2403.15481}, eprinttype = {arXiv}, eprint = {2403.15481}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-15481.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-15616, author = {Jiayi Li and Matthew Motoki and Baosen Zhang}, title = {Balancing Fairness and Efficiency in Energy Resource Allocations}, journal = {CoRR}, volume = {abs/2403.15616}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.15616}, doi = {10.48550/ARXIV.2403.15616}, eprinttype = {arXiv}, eprint = {2403.15616}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-15616.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-15623, author = {Santhini K. A. and Kamesh Munagala and Meghana Nasre and Govind S. Sankar}, title = {Approximation Algorithms for School Assignment: Group Fairness and Multi-criteria Optimization}, journal = {CoRR}, volume = {abs/2403.15623}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.15623}, doi = {10.48550/ARXIV.2403.15623}, eprinttype = {arXiv}, eprint = {2403.15623}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-15623.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-15780, author = {Luca Vittorio Piron and Matteo Cederle and Marina Ceccon and Federico Chiariotti and Alessandro Fabris and Marco Fabris and Gian Antonio Susto}, title = {A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services}, journal = {CoRR}, volume = {abs/2403.15780}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.15780}, doi = {10.48550/ARXIV.2403.15780}, eprinttype = {arXiv}, eprint = {2403.15780}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-15780.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-16101, author = {Yuya Sasaki and Sohei Tokuno and Haruka Maeda and Osamu Sakura}, title = {Evaluating Fairness Metrics Across Borders from Human Perceptions}, journal = {CoRR}, volume = {abs/2403.16101}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.16101}, doi = {10.48550/ARXIV.2403.16101}, eprinttype = {arXiv}, eprint = {2403.16101}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-16101.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-17333, author = {Tahsin Alamgir Kheya and Mohamed Reda Bouadjenek and Sunil Aryal}, title = {The Pursuit of Fairness in Artificial Intelligence Models: {A} Survey}, journal = {CoRR}, volume = {abs/2403.17333}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17333}, doi = {10.48550/ARXIV.2403.17333}, eprinttype = {arXiv}, eprint = {2403.17333}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17333.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-17852, author = {Shuyi Chen and Shixiang Zhu}, title = {Counterfactual Fairness through Transforming Data Orthogonal to Bias}, journal = {CoRR}, volume = {abs/2403.17852}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17852}, doi = {10.48550/ARXIV.2403.17852}, eprinttype = {arXiv}, eprint = {2403.17852}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17852.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-18196, author = {Dana Moukheiber and Saurabh Mahindre and Lama Moukheiber and Mira Moukheiber and Mingchen Gao}, title = {Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities}, journal = {CoRR}, volume = {abs/2403.18196}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.18196}, doi = {10.48550/ARXIV.2403.18196}, eprinttype = {arXiv}, eprint = {2403.18196}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-18196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-18545, author = {Zizhao Mo and Huanle Xu and Wing Cheong Lau}, title = {Optimal Resource Efficiency with Fairness in Heterogeneous {GPU} Clusters}, journal = {CoRR}, volume = {abs/2403.18545}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.18545}, doi = {10.48550/ARXIV.2403.18545}, eprinttype = {arXiv}, eprint = {2403.18545}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-18545.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-18755, author = {Elia Cunegatti and Leonardo Lucio Custode and Giovanni Iacca}, title = {Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time}, journal = {CoRR}, volume = {abs/2403.18755}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.18755}, doi = {10.48550/ARXIV.2403.18755}, eprinttype = {arXiv}, eprint = {2403.18755}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-18755.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-19419, author = {Andrii Kliachkin and Eleni Psaroudaki and Jakub Marecek and Dimitris Fotakis}, title = {Fairness in Ranking: Robustness through Randomization without the Protected Attribute}, journal = {CoRR}, volume = {abs/2403.19419}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.19419}, doi = {10.48550/ARXIV.2403.19419}, eprinttype = {arXiv}, eprint = {2403.19419}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-19419.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-19949, author = {Yan Luo and Min Shi and Muhammad Osama Khan and Muhammad Muneeb Afzal and Hao Huang and Shuaihang Yuan and Yu Tian and Luo Song and Ava Kouhana and Tobias Elze and Yi Fang and Mengyu Wang}, title = {FairCLIP: Harnessing Fairness in Vision-Language Learning}, journal = {CoRR}, volume = {abs/2403.19949}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.19949}, doi = {10.48550/ARXIV.2403.19949}, eprinttype = {arXiv}, eprint = {2403.19949}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-19949.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-19973, author = {Akshita Abrol and Purnima Murali Mohan and Tram Truong{-}Huu}, title = {FaiRTT: An Empirical Approach for Enhanced {RTT} Fairness and Bottleneck Throughput in {BBR}}, journal = {CoRR}, volume = {abs/2403.19973}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.19973}, doi = {10.48550/ARXIV.2403.19973}, eprinttype = {arXiv}, eprint = {2403.19973}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-19973.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-20089, author = {Luca Deck and Jan{-}Laurin M{\"{u}}ller and Conradin Braun and Domenique Zipperling and Niklas K{\"{u}}hl}, title = {Implications of the {AI} Act for Non-Discrimination Law and Algorithmic Fairness}, journal = {CoRR}, volume = {abs/2403.20089}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.20089}, doi = {10.48550/ARXIV.2403.20089}, eprinttype = {arXiv}, eprint = {2403.20089}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-20089.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-00022, author = {Mirthe Dankloff and Vanja Skoric and Giovanni Sileno and Sennay Ghebreab and Jacco van Ossenbruggen and Emma Beauxis{-}Aussalet}, title = {Analysing and Organising Human Communications for {AI} Fairness-Related Decisions: Use Cases from the Public Sector}, journal = {CoRR}, volume = {abs/2404.00022}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.00022}, doi = {10.48550/ARXIV.2404.00022}, eprinttype = {arXiv}, eprint = {2404.00022}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-00022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-00394, author = {Rahul K. Gupta and Daniel K. Molzahn}, title = {Analysis of Fairness-promoting Optimization Schemes of Photovoltaic Curtailments for Voltage Regulation in Power Distribution Networks}, journal = {CoRR}, volume = {abs/2404.00394}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.00394}, doi = {10.48550/ARXIV.2404.00394}, eprinttype = {arXiv}, eprint = {2404.00394}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-00394.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-00434, author = {Mauro Salazar and Sara Betancur Giraldo and Fabio Paparella and Leonardo Pedroso}, title = {On Accessibility Fairness in Intermodal Autonomous Mobility-on-Demand Systems}, journal = {CoRR}, volume = {abs/2404.00434}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.00434}, doi = {10.48550/ARXIV.2404.00434}, eprinttype = {arXiv}, eprint = {2404.00434}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-00434.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-00463, author = {Hannah Chen and Yangfeng Ji and David Evans}, title = {Addressing Both Statistical and Causal Gender Fairness in {NLP} Models}, journal = {CoRR}, volume = {abs/2404.00463}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.00463}, doi = {10.48550/ARXIV.2404.00463}, eprinttype = {arXiv}, eprint = {2404.00463}, timestamp = {Mon, 09 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-00463.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-01349, author = {Zhibo Chu and Zichong Wang and Wenbin Zhang}, title = {Fairness in Large Language Models: {A} Taxonomic Survey}, journal = {CoRR}, volume = {abs/2404.01349}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.01349}, doi = {10.48550/ARXIV.2404.01349}, eprinttype = {arXiv}, eprint = {2404.01349}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-01349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-01356, author = {Xuran Li and Peng Wu and Yanting Chen and Xingjun Ma and Zhen Zhang and Kaixiang Dong}, title = {The Double-Edged Sword of Input Perturbations to Robust Accurate Fairness}, journal = {CoRR}, volume = {abs/2404.01356}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.01356}, doi = {10.48550/ARXIV.2404.01356}, eprinttype = {arXiv}, eprint = {2404.01356}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-01356.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-01608, author = {Sai Li and Linjun Zhang}, title = {{FAIRM:} Learning invariant representations for algorithmic fairness and domain generalization with minimax optimality}, journal = {CoRR}, volume = {abs/2404.01608}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.01608}, doi = {10.48550/ARXIV.2404.01608}, eprinttype = {arXiv}, eprint = {2404.01608}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-01608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-01877, author = {Ziming Wang and Changwu Huang and Xin Yao}, title = {Procedural Fairness in Machine Learning}, journal = {CoRR}, volume = {abs/2404.01877}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.01877}, doi = {10.48550/ARXIV.2404.01877}, eprinttype = {arXiv}, eprint = {2404.01877}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-01877.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-02159, author = {Yao Zhu and Xiaopeng Yuan and Yulin Hu and Bo Ai and Ruikang Wang and Bin Han and Anke Schmeink}, title = {Fairness-aware Age-of-Information Minimization in WPT-Assisted Short-Packet THz Communications for mURLLC}, journal = {CoRR}, volume = {abs/2404.02159}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.02159}, doi = {10.48550/ARXIV.2404.02159}, eprinttype = {arXiv}, eprint = {2404.02159}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-02159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-03192, author = {Yuan Wang and Xuyang Wu and Hsin{-}Tai Wu and Zhiqiang Tao and Yi Fang}, title = {Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers}, journal = {CoRR}, volume = {abs/2404.03192}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.03192}, doi = {10.48550/ARXIV.2404.03192}, eprinttype = {arXiv}, eprint = {2404.03192}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-03192.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-03795, author = {M{\'{o}}nica Rico Mart{\'{\i}}nez and Juan Carlos Vesga Ferreira and Joel Carroll Vargas and Mar{\'{\i}}a Consuelo Rodr{\'{\i}}guez Ni{\~{n}}o and Andr{\'{e}}s Alejandro Diaz Toro and William Alexander Cuevas Carrero}, title = {Optimization of resources for digital radio transmission over {IBOC} {FM} through max-min fairness}, journal = {CoRR}, volume = {abs/2404.03795}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.03795}, doi = {10.48550/ARXIV.2404.03795}, eprinttype = {arXiv}, eprint = {2404.03795}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-03795.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-03800, author = {Mukund Telukunta and Sukruth Rao and Gabriella Stickney and Venkata Sriram Siddardh Nadendla and Casey Canfield}, title = {Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement}, journal = {CoRR}, volume = {abs/2404.03800}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.03800}, doi = {10.48550/ARXIV.2404.03800}, eprinttype = {arXiv}, eprint = {2404.03800}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-03800.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-03876, author = {Gianluca Barone and Aashrit Cunchala and Rudy Nunez}, title = {Increasing Fairness in Classification of Out of Distribution Data for Facial Recognition}, journal = {CoRR}, volume = {abs/2404.03876}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.03876}, doi = {10.48550/ARXIV.2404.03876}, eprinttype = {arXiv}, eprint = {2404.03876}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-03876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-04424, author = {Annie Liang and Jay Lu}, title = {Algorithmic Fairness and Social Welfare}, journal = {CoRR}, volume = {abs/2404.04424}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.04424}, doi = {10.48550/ARXIV.2404.04424}, eprinttype = {arXiv}, eprint = {2404.04424}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-04424.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-04534, author = {Hamidreza Montaseri and Amin Gohari}, title = {Impact of Fairness Regulations on Institutions' Policies and Population Qualifications}, journal = {CoRR}, volume = {abs/2404.04534}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.04534}, doi = {10.48550/ARXIV.2404.04534}, eprinttype = {arXiv}, eprint = {2404.04534}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-04534.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-05678, author = {Yuheng Lai and Leying Guan}, title = {Flexible Fairness Learning via Inverse Conditional Permutation}, journal = {CoRR}, volume = {abs/2404.05678}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.05678}, doi = {10.48550/ARXIV.2404.05678}, eprinttype = {arXiv}, eprint = {2404.05678}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-05678.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-06717, author = {Jennifer Mickel}, title = {Racial/Ethnic Categories in {AI} and Algorithmic Fairness: Why They Matter and What They Represent}, journal = {CoRR}, volume = {abs/2404.06717}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.06717}, doi = {10.48550/ARXIV.2404.06717}, eprinttype = {arXiv}, eprint = {2404.06717}, timestamp = {Thu, 16 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-06717.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-07494, author = {Xinyu Zhu and Lilin Zhang and Ning Yang}, title = {Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information Alignment}, journal = {CoRR}, volume = {abs/2404.07494}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.07494}, doi = {10.48550/ARXIV.2404.07494}, eprinttype = {arXiv}, eprint = {2404.07494}, timestamp = {Thu, 16 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-07494.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-08230, author = {Khadija Zanna and Akane Sano}, title = {Enhancing Fairness and Performance in Machine Learning Models: {A} Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality}, journal = {CoRR}, volume = {abs/2404.08230}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.08230}, doi = {10.48550/ARXIV.2404.08230}, eprinttype = {arXiv}, eprint = {2404.08230}, timestamp = {Thu, 16 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-08230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-09391, author = {Mengmeng Yang and Ming Ding and Youyang Qu and Wei Ni and David B. Smith and Thierry Rakotoarivelo}, title = {Privacy at a Price: Exploring its Dual Impact on {AI} Fairness}, journal = {CoRR}, volume = {abs/2404.09391}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.09391}, doi = {10.48550/ARXIV.2404.09391}, eprinttype = {arXiv}, eprint = {2404.09391}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-09391.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-09454, author = {Sepehr Dehdashtian and Bashir Sadeghi and Vishnu Naresh Boddeti}, title = {Utility-Fairness Trade-Offs and How to Find Them}, journal = {CoRR}, volume = {abs/2404.09454}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.09454}, doi = {10.48550/ARXIV.2404.09454}, eprinttype = {arXiv}, eprint = {2404.09454}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-09454.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-09919, author = {Giordano d'Aloisio and Claudio Di Sipio and Antinisca Di Marco and Davide Di Ruscio}, title = {How fair are we? From conceptualization to automated assessment of fairness definitions}, journal = {CoRR}, volume = {abs/2404.09919}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.09919}, doi = {10.48550/ARXIV.2404.09919}, eprinttype = {arXiv}, eprint = {2404.09919}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-09919.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-10942, author = {Zhihong Deng and Jing Jiang and Guodong Long and Chengqi Zhang}, title = {What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning}, journal = {CoRR}, volume = {abs/2404.10942}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.10942}, doi = {10.48550/ARXIV.2404.10942}, eprinttype = {arXiv}, eprint = {2404.10942}, timestamp = {Wed, 22 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-10942.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-12076, author = {Pivithuru Thejan Amarasinghe and Diem Pham and Binh Tran and Su Nguyen and Yuan Sun and Damminda Alahakoon}, title = {Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams}, journal = {CoRR}, volume = {abs/2404.12076}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.12076}, doi = {10.48550/ARXIV.2404.12076}, eprinttype = {arXiv}, eprint = {2404.12076}, timestamp = {Wed, 22 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-12076.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-12143, author = {Hilde J. P. Weerts and Rapha{\"{e}}le Xenidis and Fabien Tarissan and Henrik Palmer Olsen and Mykola Pechenizkiy}, title = {The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action}, journal = {CoRR}, volume = {abs/2404.12143}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.12143}, doi = {10.48550/ARXIV.2404.12143}, eprinttype = {arXiv}, eprint = {2404.12143}, timestamp = {Wed, 22 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-12143.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-14620, author = {Jesse Thibodeau and Hadi Nekoei and Afaf Ta{\"{\i}}k and Janarthanan Rajendran and Golnoosh Farnadi}, title = {Fairness Incentives in Response to Unfair Dynamic Pricing}, journal = {CoRR}, volume = {abs/2404.14620}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.14620}, doi = {10.48550/ARXIV.2404.14620}, eprinttype = {arXiv}, eprint = {2404.14620}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-14620.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-15104, author = {Kevin Stowe and Benny Longwill and Alyssa Francis and Tatsuya Aoyama and Debanjan Ghosh and Swapna Somasundaran}, title = {Identifying Fairness Issues in Automatically Generated Testing Content}, journal = {CoRR}, volume = {abs/2404.15104}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.15104}, doi = {10.48550/ARXIV.2404.15104}, eprinttype = {arXiv}, eprint = {2404.15104}, timestamp = {Sat, 25 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-15104.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-15418, author = {Karen Roberts{-}Licklider and Theodore Trafalis}, title = {Machine Learning Techniques with Fairness for Prediction of Completion of Drug and Alcohol Rehabilitation}, journal = {CoRR}, volume = {abs/2404.15418}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.15418}, doi = {10.48550/ARXIV.2404.15418}, eprinttype = {arXiv}, eprint = {2404.15418}, timestamp = {Mon, 03 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-15418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-16113, author = {Diwas Paudel and Luke Wolf and Tapas K. Das}, title = {Joint operation of a fast-charging {EV} hub with a stand-alone independent battery storage system under fairness considerations}, journal = {CoRR}, volume = {abs/2404.16113}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.16113}, doi = {10.48550/ARXIV.2404.16113}, eprinttype = {arXiv}, eprint = {2404.16113}, timestamp = {Mon, 03 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-16113.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-16123, author = {Eric Slyman and Stefan Lee and Scott Cohen and Kushal Kafle}, title = {FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication}, journal = {CoRR}, volume = {abs/2404.16123}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.16123}, doi = {10.48550/ARXIV.2404.16123}, eprinttype = {arXiv}, eprint = {2404.16123}, timestamp = {Mon, 03 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-16123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-16663, author = {Chih{-}Hong Cheng and Changshun Wu and Harald Ruess and Xingyu Zhao and Saddek Bensalem}, title = {Formal Specification, Assessment, and Enforcement of Fairness for Generative AIs}, journal = {CoRR}, volume = {abs/2404.16663}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.16663}, doi = {10.48550/ARXIV.2404.16663}, eprinttype = {arXiv}, eprint = {2404.16663}, timestamp = {Wed, 05 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-16663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-17169, author = {Renqiang Luo and Huafei Huang and Shuo Yu and Xiuzhen Zhang and Feng Xia}, title = {FairGT: {A} Fairness-aware Graph Transformer}, journal = {CoRR}, volume = {abs/2404.17169}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.17169}, doi = {10.48550/ARXIV.2404.17169}, eprinttype = {arXiv}, eprint = {2404.17169}, timestamp = {Thu, 06 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-17169.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-17293, author = {Jan Simson and Alessandro Fabris and Christoph Kern}, title = {Lazy Data Practices Harm Fairness Research}, journal = {CoRR}, volume = {abs/2404.17293}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.17293}, doi = {10.48550/ARXIV.2404.17293}, eprinttype = {arXiv}, eprint = {2404.17293}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-17293.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-17511, author = {Duna Zhan and Dongliang Guo and Pengsheng Ji and Sheng Li}, title = {Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks}, journal = {CoRR}, volume = {abs/2404.17511}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.17511}, doi = {10.48550/ARXIV.2404.17511}, eprinttype = {arXiv}, eprint = {2404.17511}, timestamp = {Tue, 28 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-17511.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-17810, author = {Ouba{\"{\i}}da Chouchane and Christoph Busch and Chiara Galdi and Nicholas W. D. Evans and Massimiliano Todisco}, title = {A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness}, journal = {CoRR}, volume = {abs/2404.17810}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.17810}, doi = {10.48550/ARXIV.2404.17810}, eprinttype = {arXiv}, eprint = {2404.17810}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-17810.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18032, author = {Saeed Mashdour and Rodrigo Caiado de Lamare}, title = {Study of Clustering Techniques and Scheduling Algorithms with Fairness for Cell-Free {MIMO} Networks}, journal = {CoRR}, volume = {abs/2404.18032}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18032}, doi = {10.48550/ARXIV.2404.18032}, eprinttype = {arXiv}, eprint = {2404.18032}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18032.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18132, author = {Bo Li and Zihao Li and Shengxin Liu and Zekai Wu}, title = {Allocating Mixed Goods with Customized Fairness and Indivisibility Ratio}, journal = {CoRR}, volume = {abs/2404.18132}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18132}, doi = {10.48550/ARXIV.2404.18132}, eprinttype = {arXiv}, eprint = {2404.18132}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18132.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18134, author = {Charmaine Barker and Daniel Bethell and Dimitar Kazakov}, title = {Enhancing Fairness in Neural Networks Using FairVIC}, journal = {CoRR}, volume = {abs/2404.18134}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18134}, doi = {10.48550/ARXIV.2404.18134}, eprinttype = {arXiv}, eprint = {2404.18134}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18134.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18276, author = {Malur Narayan and John Pasmore and Elton Sampaio and Vijay Raghavan and Gabriella Waters}, title = {Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)}, journal = {CoRR}, volume = {abs/2404.18276}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18276}, doi = {10.48550/ARXIV.2404.18276}, eprinttype = {arXiv}, eprint = {2404.18276}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18276.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18685, author = {Giorgos Giannopoulos and Dimitris Sacharidis and Nikolaos Theologitis and Loukas Kavouras and Ioannis Z. Emiris}, title = {{FALE:} Fairness-Aware {ALE} Plots for Auditing Bias in Subgroups}, journal = {CoRR}, volume = {abs/2404.18685}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18685}, doi = {10.48550/ARXIV.2404.18685}, eprinttype = {arXiv}, eprint = {2404.18685}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18685.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18736, author = {Luca Deck and Astrid Schom{\"{a}}cker and Timo Speith and Jakob Sch{\"{o}}ffer and Lena K{\"{a}}stner and Niklas K{\"{u}}hl}, title = {Mapping the Potential of Explainable Artificial Intelligence {(XAI)} for Fairness Along the {AI} Lifecycle}, journal = {CoRR}, volume = {abs/2404.18736}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18736}, doi = {10.48550/ARXIV.2404.18736}, eprinttype = {arXiv}, eprint = {2404.18736}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18736.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-19100, author = {Salvador Robles Herrera and Verya Monjezi and Vladik Kreinovich and Ashutosh Trivedi and Saeid Tizpaz{-}Niari}, title = {Predicting Fairness of {ML} Software Configuration}, journal = {CoRR}, volume = {abs/2404.19100}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.19100}, doi = {10.48550/ARXIV.2404.19100}, eprinttype = {arXiv}, eprint = {2404.19100}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-19100.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-19371, author = {Giorgos Giannopoulos and Maria Psalla and Loukas Kavouras and Dimitris Sacharidis and Jakub Marecek and German M. Matilla and Ioannis Z. Emiris}, title = {Fairness in {AI:} challenges in bridging the gap between algorithms and law}, journal = {CoRR}, volume = {abs/2404.19371}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.19371}, doi = {10.48550/ARXIV.2404.19371}, eprinttype = {arXiv}, eprint = {2404.19371}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-19371.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-19725, author = {Shaily Roy and Harshit Sharma and Asif Salekin}, title = {Fairness Without Demographics in Human-Centered Federated Learning}, journal = {CoRR}, volume = {abs/2404.19725}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.19725}, doi = {10.48550/ARXIV.2404.19725}, eprinttype = {arXiv}, eprint = {2404.19725}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-19725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-00978, author = {Eugene Yang and Thomas J{\"{a}}nich and James Mayfield and Dawn J. Lawrie}, title = {Language Fairness in Multilingual Information Retrieval}, journal = {CoRR}, volume = {abs/2405.00978}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.00978}, doi = {10.48550/ARXIV.2405.00978}, eprinttype = {arXiv}, eprint = {2405.00978}, timestamp = {Sun, 09 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-00978.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-01711, author = {Abdoul Jalil Djiberou Mahamadou and Lea Goetz and Russ B. Altman}, title = {Individual Fairness Through Reweighting and Tuning}, journal = {CoRR}, volume = {abs/2405.01711}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.01711}, doi = {10.48550/ARXIV.2405.01711}, eprinttype = {arXiv}, eprint = {2405.01711}, timestamp = {Sun, 09 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-01711.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-01790, author = {Olubusayo Olabisi and Ameeta Agrawal}, title = {Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization}, journal = {CoRR}, volume = {abs/2405.01790}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.01790}, doi = {10.48550/ARXIV.2405.01790}, eprinttype = {arXiv}, eprint = {2405.01790}, timestamp = {Sun, 09 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-01790.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-02010, author = {Minh Duc Bui and Katharina von der Wense}, title = {The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification}, journal = {CoRR}, volume = {abs/2405.02010}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.02010}, doi = {10.48550/ARXIV.2405.02010}, eprinttype = {arXiv}, eprint = {2405.02010}, timestamp = {Sun, 09 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-02010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-02219, author = {Yashar Deldjoo}, title = {FairEvalLLM. {A} Comprehensive Framework for Benchmarking Fairness in Large Language Model Recommender Systems}, journal = {CoRR}, volume = {abs/2405.02219}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.02219}, doi = {10.48550/ARXIV.2405.02219}, eprinttype = {arXiv}, eprint = {2405.02219}, timestamp = {Fri, 07 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-02219.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-02225, author = {Lujing Zhang and Aaron Roth and Linjun Zhang}, title = {Fair Risk Control: {A} Generalized Framework for Calibrating Multi-group Fairness Risks}, journal = {CoRR}, volume = {abs/2405.02225}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.02225}, doi = {10.48550/ARXIV.2405.02225}, eprinttype = {arXiv}, eprint = {2405.02225}, timestamp = {Wed, 26 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-02225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-02490, author = {Ronnie de Souza Santos and Felipe Fronchetti and S{\'{a}}vio Freire and Rodrigo O. Sp{\'{\i}}nola}, title = {Software Fairness Debt}, journal = {CoRR}, volume = {abs/2405.02490}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.02490}, doi = {10.48550/ARXIV.2405.02490}, eprinttype = {arXiv}, eprint = {2405.02490}, timestamp = {Fri, 07 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-02490.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-04816, author = {Eric Auerbach and Annie Liang and Max Tabord{-}Meehan and Kyohei Okumura}, title = {Testing the Fairness-Improvability of Algorithms}, journal = {CoRR}, volume = {abs/2405.04816}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.04816}, doi = {10.48550/ARXIV.2405.04816}, eprinttype = {arXiv}, eprint = {2405.04816}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-04816.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-05930, author = {Siyuan Li and Xi Lin and Yaju Liu and Jianhua Li}, title = {Trustworthy AI-Generative Content in Intelligent 6G Network: Adversarial, Privacy, and Fairness}, journal = {CoRR}, volume = {abs/2405.05930}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.05930}, doi = {10.48550/ARXIV.2405.05930}, eprinttype = {arXiv}, eprint = {2405.05930}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-05930.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-06909, author = {Anka Reuel and Devin Ma}, title = {Fairness in Reinforcement Learning: {A} Survey}, journal = {CoRR}, volume = {abs/2405.06909}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.06909}, doi = {10.48550/ARXIV.2405.06909}, eprinttype = {arXiv}, eprint = {2405.06909}, timestamp = {Sat, 15 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-06909.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-07393, author = {Meiyu Zhong and Ravi Tandon}, title = {Intrinsic Fairness-Accuracy Tradeoffs under Equalized Odds}, journal = {CoRR}, volume = {abs/2405.07393}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.07393}, doi = {10.48550/ARXIV.2405.07393}, eprinttype = {arXiv}, eprint = {2405.07393}, timestamp = {Sat, 15 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-07393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-07482, author = {Khai Nguyen and Hai Nguyen and Nhat Ho}, title = {Marginal Fairness Sliced Wasserstein Barycenter}, journal = {CoRR}, volume = {abs/2405.07482}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.07482}, doi = {10.48550/ARXIV.2405.07482}, eprinttype = {arXiv}, eprint = {2405.07482}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-07482.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-08681, author = {Qingpeng Kong and Ching{-}Hao Chiu and Dewen Zeng and Yu{-}Jen Chen and Tsung{-}Yi Ho and Jingtong Hu and Yiyu Shi}, title = {Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis}, journal = {CoRR}, volume = {abs/2405.08681}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.08681}, doi = {10.48550/ARXIV.2405.08681}, eprinttype = {arXiv}, eprint = {2405.08681}, timestamp = {Sat, 15 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-08681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-09251, author = {Yijun Bian and Yujie Luo}, title = {Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly}, journal = {CoRR}, volume = {abs/2405.09251}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.09251}, doi = {10.48550/ARXIV.2405.09251}, eprinttype = {arXiv}, eprint = {2405.09251}, timestamp = {Wed, 12 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-09251.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-09360, author = {Tolulope Fadina and Thorsten Schmidt}, title = {The Unfairness of {\(\epsilon\)}-Fairness}, journal = {CoRR}, volume = {abs/2405.09360}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.09360}, doi = {10.48550/ARXIV.2405.09360}, eprinttype = {arXiv}, eprint = {2405.09360}, timestamp = {Wed, 12 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-09360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-09483, author = {Naman Awasthi and Saad Mohammad Abrar and Daniel Smolyak and Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez}, title = {DemOpts: Fairness corrections in {COVID-19} case prediction models}, journal = {CoRR}, volume = {abs/2405.09483}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.09483}, doi = {10.48550/ARXIV.2405.09483}, eprinttype = {arXiv}, eprint = {2405.09483}, timestamp = {Wed, 12 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-09483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-09543, author = {Renqiang Luo and Tao Tang and Feng Xia and Jiaying Liu and Chengpei Xu and Leo Yu Zhang and Wei Xiang and Chengqi Zhang}, title = {Algorithmic Fairness: {A} Tolerance Perspective}, journal = {CoRR}, volume = {abs/2405.09543}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.09543}, doi = {10.48550/ARXIV.2405.09543}, eprinttype = {arXiv}, eprint = {2405.09543}, timestamp = {Fri, 14 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-09543.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-10355, author = {Daniel Smolyak and Saad Mohammad Abrar and Naman Awasthi and Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez}, title = {Assessing the Impact of Case Correction Methods on the Fairness of {COVID-19} Predictive Models}, journal = {CoRR}, volume = {abs/2405.10355}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.10355}, doi = {10.48550/ARXIV.2405.10355}, eprinttype = {arXiv}, eprint = {2405.10355}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-10355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-11421, author = {Violet Xinying Chen and John N. Hooker and Derek Leben}, title = {Assessing Group Fairness with Social Welfare Optimization}, journal = {CoRR}, volume = {abs/2405.11421}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.11421}, doi = {10.48550/ARXIV.2405.11421}, eprinttype = {arXiv}, eprint = {2405.11421}, timestamp = {Wed, 12 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-11421.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-11996, author = {Jiawei Xu and Bruno Clerckx}, title = {Max-Min Fairness and PHY-Layer Design of Uplink {MIMO} Rate-Splitting Multiple Access with Finite Blocklength}, journal = {CoRR}, volume = {abs/2405.11996}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.11996}, doi = {10.48550/ARXIV.2405.11996}, eprinttype = {arXiv}, eprint = {2405.11996}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-11996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-12926, author = {Manh Khoi Duong and Stefan Conrad}, title = {Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques}, journal = {CoRR}, volume = {abs/2405.12926}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.12926}, doi = {10.48550/ARXIV.2405.12926}, eprinttype = {arXiv}, eprint = {2405.12926}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-12926.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-13025, author = {Qingyang Ren and Zilin Jiang and Jinghan Cao and Sijia Li and Chiqu Li and Yiyang Liu and Shuning Huo and Tiange He}, title = {A survey on fairness of large language models in e-commerce: progress, application, and challenge}, journal = {CoRR}, volume = {abs/2405.13025}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.13025}, doi = {10.48550/ARXIV.2405.13025}, eprinttype = {arXiv}, eprint = {2405.13025}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-13025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-13166, author = {Yicheng Wang and Mark Cusick and Mohamed Laila and Kate Puech and Zhengping Ji and Xia Hu and Michael Wilson and Noah Spitzer{-}Williams and Bryan Wheeler and Yasser Ibrahim}, title = {FairLENS: Assessing Fairness in Law Enforcement Speech Recognition}, journal = {CoRR}, volume = {abs/2405.13166}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.13166}, doi = {10.48550/ARXIV.2405.13166}, eprinttype = {arXiv}, eprint = {2405.13166}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-13166.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-13805, author = {Guy Ohayon and Michael Elad and Tomer Michaeli}, title = {Perceptual Fairness in Image Restoration}, journal = {CoRR}, volume = {abs/2405.13805}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.13805}, doi = {10.48550/ARXIV.2405.13805}, eprinttype = {arXiv}, eprint = {2405.13805}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-13805.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14186, author = {Nicol{\'{a}}s Acevedo and Carmen Cortez and Christopher Brooks and Ren{\'{e}} F. Kizilcec and Renzhe Yu}, title = {Fairness Hub Technical Briefs: Definition and Detection of Distribution Shift}, journal = {CoRR}, volume = {abs/2405.14186}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14186}, doi = {10.48550/ARXIV.2405.14186}, eprinttype = {arXiv}, eprint = {2405.14186}, timestamp = {Mon, 23 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14186.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14521, author = {Gaurav Maheshwari and Aur{\'{e}}lien Bellet and Pascal Denis and Mikaela Keller}, title = {Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure}, journal = {CoRR}, volume = {abs/2405.14521}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14521}, doi = {10.48550/ARXIV.2405.14521}, eprinttype = {arXiv}, eprint = {2405.14521}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14521.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14575, author = {Moshe Babaioff and Uriel Feige}, title = {Share-Based Fairness for Arbitrary Entitlements}, journal = {CoRR}, volume = {abs/2405.14575}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14575}, doi = {10.48550/ARXIV.2405.14575}, eprinttype = {arXiv}, eprint = {2405.14575}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14575.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14725, author = {Karima Makhlouf and Tamara Stefanovic and H{\'{e}}ber Hwang Arcolezi and Catuscia Palamidessi}, title = {A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results}, journal = {CoRR}, volume = {abs/2405.14725}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14725}, doi = {10.48550/ARXIV.2405.14725}, eprinttype = {arXiv}, eprint = {2405.14725}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14891, author = {Saad Mohammad Abrar and Naman Awasthi and Daniel Smolyak and Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez}, title = {Auditing the Fairness of {COVID-19} Forecast Hub Case Prediction Models}, journal = {CoRR}, volume = {abs/2405.14891}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14891}, doi = {10.48550/ARXIV.2405.14891}, eprinttype = {arXiv}, eprint = {2405.14891}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14891.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-15443, author = {Drago Plecko and Elias Bareinboim}, title = {Fairness-Accuracy Trade-Offs: {A} Causal Perspective}, journal = {CoRR}, volume = {abs/2405.15443}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.15443}, doi = {10.48550/ARXIV.2405.15443}, eprinttype = {arXiv}, eprint = {2405.15443}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-15443.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-15760, author = {Virginia K. Felkner and Jennifer A. Thompson and Jonathan May}, title = {{GPT} is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction}, journal = {CoRR}, volume = {abs/2405.15760}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.15760}, doi = {10.48550/ARXIV.2405.15760}, eprinttype = {arXiv}, eprint = {2405.15760}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-15760.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-15788, author = {Kirandeep Kaur and Sujit Gujar and Shweta Jain}, title = {Towards Fairness in Provably Communication-Efficient Federated Recommender Systems}, journal = {CoRR}, volume = {abs/2405.15788}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.15788}, doi = {10.48550/ARXIV.2405.15788}, eprinttype = {arXiv}, eprint = {2405.15788}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-15788.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-16120, author = {Xiaopeng Ye and Chen Xu and Jun Xu and Xuyang Xie and Gang Wang and Zhenhua Dong}, title = {BankFair: Balancing Accuracy and Fairness under Varying User Traffic in Recommender System}, journal = {CoRR}, volume = {abs/2405.16120}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.16120}, doi = {10.48550/ARXIV.2405.16120}, eprinttype = {arXiv}, eprint = {2405.16120}, timestamp = {Thu, 20 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-16120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-16798, author = {Wei Qian and Aobo Chen and Chenxu Zhao and Yangyi Li and Mengdi Huai}, title = {Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten}, journal = {CoRR}, volume = {abs/2405.16798}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.16798}, doi = {10.48550/ARXIV.2405.16798}, eprinttype = {arXiv}, eprint = {2405.16798}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-16798.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-17034, author = {Renqiang Luo and Huafei Huang and Shuo Yu and Zhuoyang Han and Estrid He and Xiuzhen Zhang and Feng Xia}, title = {{FUGNN:} Harmonizing Fairness and Utility in Graph Neural Networks}, journal = {CoRR}, volume = {abs/2405.17034}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.17034}, doi = {10.48550/ARXIV.2405.17034}, eprinttype = {arXiv}, eprint = {2405.17034}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-17034.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-17512, author = {Zhoujie Ding and Ken Ziyu Liu and Pura Peetathawatchai and Berivan Isik and Sanmi Koyejo}, title = {On Fairness of Low-Rank Adaptation of Large Models}, journal = {CoRR}, volume = {abs/2405.17512}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.17512}, doi = {10.48550/ARXIV.2405.17512}, eprinttype = {arXiv}, eprint = {2405.17512}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-17512.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-17782, author = {Yuying Duan and Yijun Tian and Nitesh V. Chawla and Michael Lemmon}, title = {Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing}, journal = {CoRR}, volume = {abs/2405.17782}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.17782}, doi = {10.48550/ARXIV.2405.17782}, eprinttype = {arXiv}, eprint = {2405.17782}, timestamp = {Fri, 21 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-17782.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-17921, author = {Mingxuan Liu and Yilin Ning and Salinelat Teixayavong and Xiaoxuan Liu and Mayli Mertens and Yuqing Shang and Xin Li and Di Miao and Jie Xu and Daniel Shu Wei Ting and Lionel Tim{-}Ee Cheng and Jasmine Chiat Ling Ong and Zhen Ling Teo and Ting Fang Tan and Narrendar RaviChandran and Fei Wang and Leo Anthony Celi and Marcus Eng Hock Ong and Nan Liu}, title = {Towards Clinical {AI} Fairness: Filling Gaps in the Puzzle}, journal = {CoRR}, volume = {abs/2405.17921}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.17921}, doi = {10.48550/ARXIV.2405.17921}, eprinttype = {arXiv}, eprint = {2405.17921}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-17921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-18276, author = {Theresia Veronika Rampisela and Tuukka Ruotsalo and Maria Maistro and Christina Lioma}, title = {Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance}, journal = {CoRR}, volume = {abs/2405.18276}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.18276}, doi = {10.48550/ARXIV.2405.18276}, eprinttype = {arXiv}, eprint = {2405.18276}, timestamp = {Fri, 21 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-18276.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-18291, author = {Zihui Wang and Zheng Wang and Lingjuan Lyu and Zhaopeng Peng and Zhicheng Yang and Chenglu Wen and Rongshan Yu and Cheng Wang and Xiaoliang Fan}, title = {FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning}, journal = {CoRR}, volume = {abs/2405.18291}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.18291}, doi = {10.48550/ARXIV.2405.18291}, eprinttype = {arXiv}, eprint = {2405.18291}, timestamp = {Sun, 21 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-18291.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-18572, author = {Saswat Das and Marco Romanelli and Cuong Tran and Zarreen Reza and Bhavya Kailkhura and Ferdinando Fioretto}, title = {Low-rank finetuning for LLMs: {A} fairness perspective}, journal = {CoRR}, volume = {abs/2405.18572}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.18572}, doi = {10.48550/ARXIV.2405.18572}, eprinttype = {arXiv}, eprint = {2405.18572}, timestamp = {Fri, 30 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-18572.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-18876, author = {Johnnatan Messias Peixoto Afonso}, title = {On Fairness Concerns in the Blockchain Ecosystem}, journal = {CoRR}, volume = {abs/2405.18876}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.18876}, doi = {10.48550/ARXIV.2405.18876}, eprinttype = {arXiv}, eprint = {2405.18876}, timestamp = {Fri, 21 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-18876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-19184, author = {Yufan Kang and Rongsheng Zhang and Wei Shao and Flora D. Salim and Jeffrey Chan}, title = {Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem}, journal = {CoRR}, volume = {abs/2405.19184}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.19184}, doi = {10.48550/ARXIV.2405.19184}, eprinttype = {arXiv}, eprint = {2405.19184}, timestamp = {Fri, 21 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-19184.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-19699, author = {Dena F. Mujtaba and Nihar R. Mahapatra}, title = {Fairness in AI-Driven Recruitment: Challenges, Metrics, Methods, and Future Directions}, journal = {CoRR}, volume = {abs/2405.19699}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.19699}, doi = {10.48550/ARXIV.2405.19699}, eprinttype = {arXiv}, eprint = {2405.19699}, timestamp = {Fri, 21 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-19699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-20447, author = {Seamus Somerstep and Yaacov Ritov and Yuekai Sun}, title = {Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness}, journal = {CoRR}, volume = {abs/2405.20447}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.20447}, doi = {10.48550/ARXIV.2405.20447}, eprinttype = {arXiv}, eprint = {2405.20447}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-20447.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-21044, author = {Houston Claure}, title = {Designing for Fairness in Human-Robot Interactions}, journal = {CoRR}, volume = {abs/2405.21044}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.21044}, doi = {10.48550/ARXIV.2405.21044}, eprinttype = {arXiv}, eprint = {2405.21044}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-21044.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00046, author = {Tong Chen and Danny Wang and Xurong Liang and Marten Risius and Gianluca Demartini and Hongzhi Yin}, title = {Hate Speech Detection with Generalizable Target-aware Fairness}, journal = {CoRR}, volume = {abs/2406.00046}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00046}, doi = {10.48550/ARXIV.2406.00046}, eprinttype = {arXiv}, eprint = {2406.00046}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00046.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00213, author = {Kamesh Munagala and Govind S. Sankar}, title = {Individual Fairness in Graph Decomposition}, journal = {CoRR}, volume = {abs/2406.00213}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00213}, doi = {10.48550/ARXIV.2406.00213}, eprinttype = {arXiv}, eprint = {2406.00213}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00213.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00219, author = {Bimsara Pathiraja and Caleb Liu and Ransalu Senanayake}, title = {Fairness in Autonomous Driving: Towards Understanding Confounding Factors in Object Detection under Challenging Weather}, journal = {CoRR}, volume = {abs/2406.00219}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00219}, doi = {10.48550/ARXIV.2406.00219}, eprinttype = {arXiv}, eprint = {2406.00219}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00219.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00595, author = {Akira Sakurai and Kazuyuki Shudo}, title = {Model-based Analysis of Mining Fairness in a Blockchain}, journal = {CoRR}, volume = {abs/2406.00595}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00595}, doi = {10.48550/ARXIV.2406.00595}, eprinttype = {arXiv}, eprint = {2406.00595}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00783, author = {Li Lin and Santosh and Xin Wang and Shu Hu}, title = {AI-Face: {A} Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark}, journal = {CoRR}, volume = {abs/2406.00783}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00783}, doi = {10.48550/ARXIV.2406.00783}, eprinttype = {arXiv}, eprint = {2406.00783}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00783.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-00987, author = {Wenjing Chang and Kay Liu and Philip S. Yu and Jianjun Yu}, title = {Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement}, journal = {CoRR}, volume = {abs/2406.00987}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.00987}, doi = {10.48550/ARXIV.2406.00987}, eprinttype = {arXiv}, eprint = {2406.00987}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-00987.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-01290, author = {Sofie Goethals and Eoin Delaney and Brent D. Mittelstadt and Chris Russell}, title = {Resource-constrained Fairness}, journal = {CoRR}, volume = {abs/2406.01290}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.01290}, doi = {10.48550/ARXIV.2406.01290}, eprinttype = {arXiv}, eprint = {2406.01290}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-01290.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-02361, author = {Sofia Yfantidou and Dimitris Spathis and Marios Constantinides and Athena Vakali and Daniele Quercia and Fahim Kawsar}, title = {Using Self-supervised Learning Can Improve Model Fairness}, journal = {CoRR}, volume = {abs/2406.02361}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.02361}, doi = {10.48550/ARXIV.2406.02361}, eprinttype = {arXiv}, eprint = {2406.02361}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-02361.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-02480, author = {Marina Ceccon and Davide Dalle Pezze and Alessandro Fabris and Gian Antonio Susto}, title = {Fairness Evolution in Continual Learning for Medical Imaging}, journal = {CoRR}, volume = {abs/2406.02480}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.02480}, doi = {10.48550/ARXIV.2406.02480}, eprinttype = {arXiv}, eprint = {2406.02480}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-02480.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-02510, author = {Mirza Farhan Bin Tarek and Raphael Poulain and Rahmatollah Beheshti}, title = {Fairness-Optimized Synthetic {EHR} Generation for Arbitrary Downstream Predictive Tasks}, journal = {CoRR}, volume = {abs/2406.02510}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.02510}, doi = {10.48550/ARXIV.2406.02510}, eprinttype = {arXiv}, eprint = {2406.02510}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-02510.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03052, author = {Zihan Luo and Hong Huang and Yongkang Zhou and Jiping Zhang and Nuo Chen}, title = {Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections}, journal = {CoRR}, volume = {abs/2406.03052}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03052}, doi = {10.48550/ARXIV.2406.03052}, eprinttype = {arXiv}, eprint = {2406.03052}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03064, author = {Dacao Zhang and Kun Zhang and Le Wu and Mi Tian and Richang Hong and Meng Wang}, title = {Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis}, journal = {CoRR}, volume = {abs/2406.03064}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03064}, doi = {10.48550/ARXIV.2406.03064}, eprinttype = {arXiv}, eprint = {2406.03064}, timestamp = {Mon, 08 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03064.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03109, author = {Francis Zac dela Cruz and Flora D. Salim and Yonchanok Khaokaew and Jeffrey Chan}, title = {{CAPRI-FAIR:} Integration of Multi-sided Fairness in Contextual {POI} Recommendation Framework}, journal = {CoRR}, volume = {abs/2406.03109}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03109}, doi = {10.48550/ARXIV.2406.03109}, eprinttype = {arXiv}, eprint = {2406.03109}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03109.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03255, author = {Jinqiu Jin and Haoxuan Li and Fuli Feng}, title = {On the Maximal Local Disparity of Fairness-Aware Classifiers}, journal = {CoRR}, volume = {abs/2406.03255}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03255}, doi = {10.48550/ARXIV.2406.03255}, eprinttype = {arXiv}, eprint = {2406.03255}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03255.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03292, author = {Greta Coraglia and Francesco A. Genco and Pellegrino Piantadosi and Enrico Bagli and Pietro Giuffrida and Davide Posillipo and Giuseppe Primiero}, title = {Evaluating {AI} fairness in credit scoring with the {BRIO} tool}, journal = {CoRR}, volume = {abs/2406.03292}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03292}, doi = {10.48550/ARXIV.2406.03292}, eprinttype = {arXiv}, eprint = {2406.03292}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03292.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-04116, author = {Eleonora Mancini and Ana Tanevska and Andrea Galassi and Alessio Galatolo and Federico Ruggeri and Paolo Torroni}, title = {Promoting Fairness and Diversity in Speech Datasets for Mental Health and Neurological Disorders Research}, journal = {CoRR}, volume = {abs/2406.04116}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.04116}, doi = {10.48550/ARXIV.2406.04116}, eprinttype = {arXiv}, eprint = {2406.04116}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-04116.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-04382, author = {Jiahui Wu and Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez}, title = {Improving the Fairness of Deep-Learning, Short-term Crime Prediction with Under-reporting-aware Models}, journal = {CoRR}, volume = {abs/2406.04382}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.04382}, doi = {10.48550/ARXIV.2406.04382}, eprinttype = {arXiv}, eprint = {2406.04382}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-04382.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-04562, author = {Faisal Hamman and Sanghamitra Dutta}, title = {A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition}, journal = {CoRR}, volume = {abs/2406.04562}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.04562}, doi = {10.48550/ARXIV.2406.04562}, eprinttype = {arXiv}, eprint = {2406.04562}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-04562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-04750, author = {Kejie Ni and Jingqing Wang and Wenchi Cheng and Wei Zhang}, title = {Throughput and Fairness Trade-off Balancing for UAV-Enabled Wireless Communication Systems}, journal = {CoRR}, volume = {abs/2406.04750}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.04750}, doi = {10.48550/ARXIV.2406.04750}, eprinttype = {arXiv}, eprint = {2406.04750}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-04750.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-05247, author = {Yulong Dong and Kun Jin and Xinghai Hu and Yang Liu}, title = {Measuring Fairness in Large-Scale Recommendation Systems with Missing Labels}, journal = {CoRR}, volume = {abs/2406.05247}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.05247}, doi = {10.48550/ARXIV.2406.05247}, eprinttype = {arXiv}, eprint = {2406.05247}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-05247.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-05902, author = {Emilia Agis Lerner and Florian E. Dorner and Elliott Ash and Naman Goel}, title = {Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of {AI} Utilizing Human Feedback}, journal = {CoRR}, volume = {abs/2406.05902}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.05902}, doi = {10.48550/ARXIV.2406.05902}, eprinttype = {arXiv}, eprint = {2406.05902}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-05902.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-05918, author = {Abdelrahman Zayed and Gon{\c{c}}alo Mordido and Ioana Baldini and Sarath Chandar}, title = {Why Don't Prompt-Based Fairness Metrics Correlate?}, journal = {CoRR}, volume = {abs/2406.05918}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.05918}, doi = {10.48550/ARXIV.2406.05918}, eprinttype = {arXiv}, eprint = {2406.05918}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-05918.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-06665, author = {Andreas Triantafyllopoulos and Bj{\"{o}}rn W. Schuller}, title = {Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition}, journal = {CoRR}, volume = {abs/2406.06665}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.06665}, doi = {10.48550/ARXIV.2406.06665}, eprinttype = {arXiv}, eprint = {2406.06665}, timestamp = {Mon, 08 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-06665.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-06736, author = {Usman Gohar and Zeyu Tang and Jialu Wang and Kun Zhang and Peter L. Spirtes and Yang Liu and Lu Cheng}, title = {Long-Term Fairness Inquiries and Pursuits in Machine Learning: {A} Survey of Notions, Methods, and Challenges}, journal = {CoRR}, volume = {abs/2406.06736}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.06736}, doi = {10.48550/ARXIV.2406.06736}, eprinttype = {arXiv}, eprint = {2406.06736}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-06736.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-07029, author = {Yi Zeng and Xuelin Yang and Li Chen and Cristian Canton Ferrer and Ming Jin and Michael I. Jordan and Ruoxi Jia}, title = {Fairness-Aware Meta-Learning via Nash Bargaining}, journal = {CoRR}, volume = {abs/2406.07029}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.07029}, doi = {10.48550/ARXIV.2406.07029}, eprinttype = {arXiv}, eprint = {2406.07029}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-07029.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-07685, author = {Leonardo Cotta and Chris J. Maddison}, title = {Out-Of-Context Prompting Boosts Fairness and Robustness in Large Language Model Predictions}, journal = {CoRR}, volume = {abs/2406.07685}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.07685}, doi = {10.48550/ARXIV.2406.07685}, eprinttype = {arXiv}, eprint = {2406.07685}, timestamp = {Mon, 08 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-07685.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-08183, author = {Micol Spitale and Jiaee Cheong and Hatice Gunes}, title = {Underneath the Numbers: Quantitative and Qualitative Gender Fairness in LLMs for Depression Prediction}, journal = {CoRR}, volume = {abs/2406.08183}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.08183}, doi = {10.48550/ARXIV.2406.08183}, eprinttype = {arXiv}, eprint = {2406.08183}, timestamp = {Tue, 09 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-08183.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-09029, author = {Marten H. L. Kaas and Christopher Burr and Zo{\"{e}} Porter and Berk Ozturk and Philippa Ryan and Michael A. Katell and Nuala Polo and Kalle Westerling and Ibrahim Habli}, title = {Fair by design: {A} sociotechnical approach to justifying the fairness of AI-enabled systems across the lifecycle}, journal = {CoRR}, volume = {abs/2406.09029}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.09029}, doi = {10.48550/ARXIV.2406.09029}, eprinttype = {arXiv}, eprint = {2406.09029}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-09029.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-09307, author = {Jianhui Gao and Benson Chou and Zachary R. McCaw and Hilary Thurston and Paul Varghese and Chuan Hong and Jessica L. Gronsbell}, title = {A tutorial on fairness in machine learning in healthcare}, journal = {CoRR}, volume = {abs/2406.09307}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.09307}, doi = {10.48550/ARXIV.2406.09307}, eprinttype = {arXiv}, eprint = {2406.09307}, timestamp = {Tue, 09 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-09307.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-09977, author = {Maximilian Splieth{\"{o}}ver and Sai Nikhil Menon and Henning Wachsmuth}, title = {Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness}, journal = {CoRR}, volume = {abs/2406.09977}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.09977}, doi = {10.48550/ARXIV.2406.09977}, eprinttype = {arXiv}, eprint = {2406.09977}, timestamp = {Wed, 10 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-09977.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-10884, author = {Linlin Wang and Tianqing Zhu and Wanlei Zhou and Philip S. Yu}, title = {Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives}, journal = {CoRR}, volume = {abs/2406.10884}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.10884}, doi = {10.48550/ARXIV.2406.10884}, eprinttype = {arXiv}, eprint = {2406.10884}, timestamp = {Tue, 23 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-10884.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-11323, author = {Dominik Kowald}, title = {Transparency, Privacy, and Fairness in Recommender Systems}, journal = {CoRR}, volume = {abs/2406.11323}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.11323}, doi = {10.48550/ARXIV.2406.11323}, eprinttype = {arXiv}, eprint = {2406.11323}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-11323.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-12011, author = {Muhammed Razzak and Andreas Kirsch and Yarin Gal}, title = {The Benefits and Risks of Transductive Approaches for {AI} Fairness}, journal = {CoRR}, volume = {abs/2406.12011}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.12011}, doi = {10.48550/ARXIV.2406.12011}, eprinttype = {arXiv}, eprint = {2406.12011}, timestamp = {Thu, 18 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-12011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-12646, author = {Qing Li and Yizhe Zhang and Yan Li and Jun Lyu and Meng Liu and Longyu Sun and Mengting Sun and Qirong Li and Wenyue Mao and Xinran Wu and Yajing Zhang and Yinghua Chu and Shuo Wang and Chengyan Wang}, title = {An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation}, journal = {CoRR}, volume = {abs/2406.12646}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.12646}, doi = {10.48550/ARXIV.2406.12646}, eprinttype = {arXiv}, eprint = {2406.12646}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-12646.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-13201, author = {Yicong Li and Yu Yang and Jiannong Cao and Shuaiqi Liu and Haoran Tang and Guandong Xu}, title = {Toward Structure Fairness in Dynamic Graph Embedding: {A} Trend-aware Dual Debiasing Approach}, journal = {CoRR}, volume = {abs/2406.13201}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.13201}, doi = {10.48550/ARXIV.2406.13201}, eprinttype = {arXiv}, eprint = {2406.13201}, timestamp = {Mon, 15 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-13201.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-13681, author = {Abdalwahab Almajed and Maryam Tabar and Peyman Najafirad}, title = {On the Consistency of Fairness Measurement Methods for Regression Tasks}, journal = {CoRR}, volume = {abs/2406.13681}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.13681}, doi = {10.48550/ARXIV.2406.13681}, eprinttype = {arXiv}, eprint = {2406.13681}, timestamp = {Fri, 12 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-13681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-14154, author = {David Hartmann and Amin Oueslati and Dimitri Staufer}, title = {Watching the Watchers: {A} Comparative Fairness Audit of Cloud-based Content Moderation Services}, journal = {CoRR}, volume = {abs/2406.14154}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.14154}, doi = {10.48550/ARXIV.2406.14154}, eprinttype = {arXiv}, eprint = {2406.14154}, timestamp = {Fri, 12 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-14154.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-14281, author = {Md. Fahim Sikder and Resmi Ramachandranpillai and Daniel de Leng and Fredrik Heintz}, title = {FairX: {A} comprehensive benchmarking tool for model analysis using fairness, utility, and explainability}, journal = {CoRR}, volume = {abs/2406.14281}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.14281}, doi = {10.48550/ARXIV.2406.14281}, eprinttype = {arXiv}, eprint = {2406.14281}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-14281.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-15074, author = {Suvadeep Mukherjee and Verena Distler and Gabriele Lenzini and Pedro Cardoso{-}Leite}, title = {Balancing The Perception of Cheating Detection, Privacy and Fairness: {A} Mixed-Methods Study of Visual Data Obfuscation in Remote Proctoring}, journal = {CoRR}, volume = {abs/2406.15074}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.15074}, doi = {10.48550/ARXIV.2406.15074}, eprinttype = {arXiv}, eprint = {2406.15074}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-15074.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-15340, author = {Hannes Ulrich and Robin Hendel and Santiago Pazmino and Bj{\"{o}}rn Bergh and Bj{\"{o}}rn Schreiweis}, title = {Full-Scale Indexing and Semantic Annotation of {CT} Imaging: Boosting FAIRness}, journal = {CoRR}, volume = {abs/2406.15340}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.15340}, doi = {10.48550/ARXIV.2406.15340}, eprinttype = {arXiv}, eprint = {2406.15340}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-15340.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-16557, author = {Shengkun Zhu and Jinshan Zeng and Yuan Sun and Sheng Wang and Xiaodong Li and Zhiyong Peng}, title = {Efficient k-means with Individual Fairness via Exponential Tilting}, journal = {CoRR}, volume = {abs/2406.16557}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.16557}, doi = {10.48550/ARXIV.2406.16557}, eprinttype = {arXiv}, eprint = {2406.16557}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-16557.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-16606, author = {Marco Favier and Toon Calders}, title = {Cherry on the Cake: Fairness is {NOT} an Optimization Problem}, journal = {CoRR}, volume = {abs/2406.16606}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.16606}, doi = {10.48550/ARXIV.2406.16606}, eprinttype = {arXiv}, eprint = {2406.16606}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-16606.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-16738, author = {James Atwood and Preethi Lahoti and Ananth Balashankar and Flavien Prost and Ahmad Beirami}, title = {Inducing Group Fairness in LLM-Based Decisions}, journal = {CoRR}, volume = {abs/2406.16738}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.16738}, doi = {10.48550/ARXIV.2406.16738}, eprinttype = {arXiv}, eprint = {2406.16738}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-16738.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-17102, author = {Disha Makhija and Xing Han and Joydeep Ghosh and Yejin Kim}, title = {Achieving Fairness Across Local and Global Models in Federated Learning}, journal = {CoRR}, volume = {abs/2406.17102}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.17102}, doi = {10.48550/ARXIV.2406.17102}, eprinttype = {arXiv}, eprint = {2406.17102}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-17102.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-17433, author = {Jessica Schrouff and Alexis Bellot and Amal Rannen{-}Triki and Alan Malek and Isabela Albuquerque and Arthur Gretton and Alexander D'Amour and Silvia Chiappa}, title = {Mind the Graph When Balancing Data for Fairness or Robustness}, journal = {CoRR}, volume = {abs/2406.17433}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.17433}, doi = {10.48550/ARXIV.2406.17433}, eprinttype = {arXiv}, eprint = {2406.17433}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-17433.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-17736, author = {Shubham Chowdhary and Giulia De Pasquale and Nicolas Lanzetti and Ana{-}Andreea Stoica and Florian D{\"{o}}rfler}, title = {Fairness in Social Influence Maximization via Optimal Transport}, journal = {CoRR}, volume = {abs/2406.17736}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.17736}, doi = {10.48550/ARXIV.2406.17736}, eprinttype = {arXiv}, eprint = {2406.17736}, timestamp = {Tue, 23 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-17736.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-17974, author = {Xuyang Wu and Yuan Wang and Hsin{-}Tai Wu and Zhiqiang Tao and Yi Fang}, title = {Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts}, journal = {CoRR}, volume = {abs/2406.17974}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.17974}, doi = {10.48550/ARXIV.2406.17974}, eprinttype = {arXiv}, eprint = {2406.17974}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-17974.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-18939, author = {Emmanouil Krasanakis and Symeon Papadopoulos}, title = {Evaluating {AI} Group Fairness: a Fuzzy Logic Perspective}, journal = {CoRR}, volume = {abs/2406.18939}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.18939}, doi = {10.48550/ARXIV.2406.18939}, eprinttype = {arXiv}, eprint = {2406.18939}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-18939.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-19097, author = {Tosin P. Adewumi and Lama Alkhaled and Namrata Gurung and Goya van Boven and Irene Pagliai}, title = {Fairness and Bias in Multimodal {AI:} {A} Survey}, journal = {CoRR}, volume = {abs/2406.19097}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.19097}, doi = {10.48550/ARXIV.2406.19097}, eprinttype = {arXiv}, eprint = {2406.19097}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-19097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-19720, author = {Ge Fan and Chaoyun Zhang and Kai Wang and Yingjie Li and Junyang Chen and Zenglin Xu}, title = {{CUPID:} Improving Battle Fairness and Position Satisfaction in Online {MOBA} Games with a Re-matchmaking System}, journal = {CoRR}, volume = {abs/2406.19720}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.19720}, doi = {10.48550/ARXIV.2406.19720}, eprinttype = {arXiv}, eprint = {2406.19720}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-19720.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-00170, author = {Victor A. Borza and Andrew Estornell and Chien{-}Ju Ho and Bradley A. Malin and Yevgeniy Vorobeychik}, title = {Dataset Representativeness and Downstream Task Fairness}, journal = {CoRR}, volume = {abs/2407.00170}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.00170}, doi = {10.48550/ARXIV.2407.00170}, eprinttype = {arXiv}, eprint = {2407.00170}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-00170.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-00983, author = {Ruinan Jin and Zikang Xu and Yuan Zhong and Qiongsong Yao and Qi Dou and S. Kevin Zhou and Xiaoxiao Li}, title = {FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models}, journal = {CoRR}, volume = {abs/2407.00983}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.00983}, doi = {10.48550/ARXIV.2407.00983}, eprinttype = {arXiv}, eprint = {2407.00983}, timestamp = {Fri, 09 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-00983.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-01423, author = {Normen Yu and Luciana Carreon and Gang Tan and Saeid Tizpaz{-}Niari}, title = {FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical Software}, journal = {CoRR}, volume = {abs/2407.01423}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.01423}, doi = {10.48550/ARXIV.2407.01423}, eprinttype = {arXiv}, eprint = {2407.01423}, timestamp = {Fri, 09 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-01423.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-01562, author = {Jiaee Cheong and Micol Spitale and Hatice Gunes}, title = {Small but Fair! Fairness for Multimodal Human-Human and Robot-Human Mental Wellbeing Coaching}, journal = {CoRR}, volume = {abs/2407.01562}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.01562}, doi = {10.48550/ARXIV.2407.01562}, eprinttype = {arXiv}, eprint = {2407.01562}, timestamp = {Fri, 09 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-01562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-01595, author = {Kacy Zhou and Jiawen Wen and Nan Yang and Dong Yuan and Qinghua Lu and Huaming Chen}, title = {Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness}, journal = {CoRR}, volume = {abs/2407.01595}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.01595}, doi = {10.48550/ARXIV.2407.01595}, eprinttype = {arXiv}, eprint = {2407.01595}, timestamp = {Fri, 09 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-01595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-01608, author = {Zhiwei Li and Carl Kesselman and Mike D'Arch and Michael Pazzani and Benjamin Yizing Xu}, title = {Deriva-ML: {A} Continuous FAIRness Approach to Reproducible Machine Learning Models}, journal = {CoRR}, volume = {abs/2407.01608}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.01608}, doi = {10.48550/ARXIV.2407.01608}, eprinttype = {arXiv}, eprint = {2407.01608}, timestamp = {Fri, 09 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-01608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-01617, author = {Sarra Tajouri and Alexis Tsouki{\`{a}}s}, title = {Subjective fairness in algorithmic decision-support}, journal = {CoRR}, volume = {abs/2407.01617}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.01617}, doi = {10.48550/ARXIV.2407.01617}, eprinttype = {arXiv}, eprint = {2407.01617}, timestamp = {Fri, 09 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-01617.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-02408, author = {Song Wang and Peng Wang and Tong Zhou and Yushun Dong and Zhen Tan and Jundong Li}, title = {{CEB:} Compositional Evaluation Benchmark for Fairness in Large Language Models}, journal = {CoRR}, volume = {abs/2407.02408}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.02408}, doi = {10.48550/ARXIV.2407.02408}, eprinttype = {arXiv}, eprint = {2407.02408}, timestamp = {Tue, 01 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-02408.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-03059, author = {Mariia Vladimirova and Federico Pavone and Eustache Diemert}, title = {FairJob: {A} Real-World Dataset for Fairness in Online Systems}, journal = {CoRR}, volume = {abs/2407.03059}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.03059}, doi = {10.48550/ARXIV.2407.03059}, eprinttype = {arXiv}, eprint = {2407.03059}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-03059.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-03133, author = {Yingfang Yuan and Kefan Chen and Mehdi Rizvi and Lynne Baillie and Wei Pang}, title = {Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness}, journal = {CoRR}, volume = {abs/2407.03133}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.03133}, doi = {10.48550/ARXIV.2407.03133}, eprinttype = {arXiv}, eprint = {2407.03133}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-03133.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-03146, author = {Yunpeng Jiang and Paul Weng and Yutong Ban}, title = {Enhancing Class Fairness in Classification with {A} Two-Player Game Approach}, journal = {CoRR}, volume = {abs/2407.03146}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.03146}, doi = {10.48550/ARXIV.2407.03146}, eprinttype = {arXiv}, eprint = {2407.03146}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-03146.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-04268, author = {Vishnu Asutosh Dasu and Ashish Kumar and Saeid Tizpaz{-}Niari and Gang Tan}, title = {NeuFair: Neural Network Fairness Repair with Dropout}, journal = {CoRR}, volume = {abs/2407.04268}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.04268}, doi = {10.48550/ARXIV.2407.04268}, eprinttype = {arXiv}, eprint = {2407.04268}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-04268.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-04664, author = {Hadi Hosseini and Medha Kumar and Sanjukta Roy}, title = {The Degree of Fairness in Efficient House Allocation}, journal = {CoRR}, volume = {abs/2407.04664}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.04664}, doi = {10.48550/ARXIV.2407.04664}, eprinttype = {arXiv}, eprint = {2407.04664}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-04664.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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