BibTeX records: Adrian Weller

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@article{DBLP:journals/jmlr/MeshiLWS19,
  author    = {Ofer Meshi and
               Ben London and
               Adrian Weller and
               David A. Sontag},
  title     = {Train and Test Tightness of {LP} Relaxations in Structured Prediction},
  journal   = {J. Mach. Learn. Res.},
  volume    = {20},
  pages     = {13:1--13:34},
  year      = {2019},
  url       = {http://jmlr.org/papers/v20/17-535.html},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/MeshiLWS19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/CaveNVW19,
  author    = {Stephen Cave and
               Rune Nyrup and
               Karina Vold and
               Adrian Weller},
  title     = {Motivations and Risks of Machine Ethics},
  journal   = {Proceedings of the {IEEE}},
  volume    = {107},
  number    = {3},
  pages     = {562--574},
  year      = {2019},
  url       = {https://doi.org/10.1109/JPROC.2018.2865996},
  doi       = {10.1109/JPROC.2018.2865996},
  timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/pieee/CaveNVW19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AdelVGW19,
  author    = {Tameem Adel and
               Isabel Valera and
               Zoubin Ghahramani and
               Adrian Weller},
  title     = {One-Network Adversarial Fairness},
  booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
               2019, The Thirty-First Innovative Applications of Artificial Intelligence
               Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
               Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
               USA, January 27 - February 1, 2019},
  pages     = {2412--2420},
  year      = {2019},
  crossref  = {DBLP:conf/aaai/2019},
  url       = {https://doi.org/10.1609/aaai.v33i01.33012412},
  doi       = {10.1609/aaai.v33i01.33012412},
  timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/AdelVGW19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RowlandHTCSW19,
  author    = {Mark Rowland and
               Jiri Hron and
               Yunhao Tang and
               Krzysztof Choromanski and
               Tam{\'{a}}s Sarl{\'{o}}s and
               Adrian Weller},
  title     = {Orthogonal Estimation of Wasserstein Distances},
  booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
               {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  pages     = {186--195},
  year      = {2019},
  crossref  = {DBLP:conf/aistats/2019},
  url       = {http://proceedings.mlr.press/v89/rowland19a.html},
  timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/RowlandHTCSW19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AdelW19,
  author    = {Tameem Adel and
               Adrian Weller},
  title     = {TibGM: {A} Transferable and Information-Based Graphical Model Approach
               for Reinforcement Learning},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning,
               {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  pages     = {71--81},
  year      = {2019},
  crossref  = {DBLP:conf/icml/2019},
  url       = {http://proceedings.mlr.press/v97/adel19a.html},
  timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/AdelW19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoromanskiRCW19,
  author    = {Krzysztof Choromanski and
               Mark Rowland and
               Wenyu Chen and
               Adrian Weller},
  title     = {Unifying Orthogonal Monte Carlo Methods},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning,
               {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  pages     = {1203--1212},
  year      = {2019},
  crossref  = {DBLP:conf/icml/2019},
  url       = {http://proceedings.mlr.press/v97/choromanski19a.html},
  timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/ChoromanskiRCW19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KilbertusBKWS19,
  author    = {Niki Kilbertus and
               Philip J. Ball and
               Matt J. Kusner and
               Adrian Weller and
               Ricardo Silva},
  title     = {The Sensitivity of Counterfactual Fairness to Unmeasured Confounding},
  booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  pages     = {213},
  year      = {2019},
  crossref  = {DBLP:conf/uai/2019},
  url       = {http://auai.org/uai2019/proceedings/papers/213.pdf},
  timestamp = {Fri, 19 Jul 2019 13:03:50 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/KilbertusBKWS19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Weller19,
  author    = {Adrian Weller},
  title     = {Transparency: Motivations and Challenges},
  booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning},
  pages     = {23--40},
  year      = {2019},
  crossref  = {DBLP:series/lncs/11700},
  url       = {https://doi.org/10.1007/978-3-030-28954-6\_2},
  doi       = {10.1007/978-3-030-28954-6\_2},
  timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/series/lncs/Weller19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03784,
  author    = {Mark Rowland and
               Jiri Hron and
               Yunhao Tang and
               Krzysztof Choromanski and
               Tam{\'{a}}s Sarl{\'{o}}s and
               Adrian Weller},
  title     = {Orthogonal Estimation of Wasserstein Distances},
  journal   = {CoRR},
  volume    = {abs/1903.03784},
  year      = {2019},
  url       = {http://arxiv.org/abs/1903.03784},
  archivePrefix = {arXiv},
  eprint    = {1903.03784},
  timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1903-03784},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10395,
  author    = {Yunfei Teng and
               Wenbo Gao and
               Fran{\c{c}}ois Chalus and
               Anna Choromanska and
               Donald Goldfarb and
               Adrian Weller},
  title     = {Leader Stochastic Gradient Descent for Distributed Training of Deep
               Learning Models},
  journal   = {CoRR},
  volume    = {abs/1905.10395},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.10395},
  archivePrefix = {arXiv},
  eprint    = {1905.10395},
  timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1905-10395},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01040,
  author    = {Niki Kilbertus and
               Philip J. Ball and
               Matt J. Kusner and
               Adrian Weller and
               Ricardo Silva},
  title     = {The Sensitivity of Counterfactual Fairness to Unmeasured Confounding},
  journal   = {CoRR},
  volume    = {abs/1907.01040},
  year      = {2019},
  url       = {http://arxiv.org/abs/1907.01040},
  archivePrefix = {arXiv},
  eprint    = {1907.01040},
  timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1907-01040},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06342,
  author    = {Umang Bhatt and
               Alice Xiang and
               Shubham Sharma and
               Adrian Weller and
               Ankur Taly and
               Yunhan Jia and
               Joydeep Ghosh and
               Ruchir Puri and
               Jos{\'{e}} M. F. Moura and
               Peter Eckersley},
  title     = {Explainable Machine Learning in Deployment},
  journal   = {CoRR},
  volume    = {abs/1909.06342},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.06342},
  archivePrefix = {arXiv},
  eprint    = {1909.06342},
  timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1909-06342},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03962,
  author    = {Julius von K{\"{u}}gelgen and
               Paul K. Rubenstein and
               Bernhard Sch{\"{o}}lkopf and
               Adrian Weller},
  title     = {Optimal experimental design via Bayesian optimization: active causal
               structure learning for Gaussian process networks},
  journal   = {CoRR},
  volume    = {abs/1910.03962},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.03962},
  archivePrefix = {arXiv},
  eprint    = {1910.03962},
  timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1910-03962},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10255,
  author    = {Hanchen Wang and
               Nina Grgic{-}Hlaca and
               Preethi Lahoti and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {An Empirical Study on Learning Fairness Metrics for {COMPAS} Data
               with Human Supervision},
  journal   = {CoRR},
  volume    = {abs/1910.10255},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.10255},
  archivePrefix = {arXiv},
  eprint    = {1910.10255},
  timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1910-10255},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13983,
  author    = {Michiel A. Bakker and
               Duy Patrick Tu and
               Humberto River{\'{o}}n Vald{\'{e}}s and
               Krishna P. Gummadi and
               Kush R. Varshney and
               Adrian Weller and
               Alex Pentland},
  title     = {{DADI:} Dynamic Discovery of Fair Information with Adversarial Reinforcement
               Learning},
  journal   = {CoRR},
  volume    = {abs/1910.13983},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.13983},
  archivePrefix = {arXiv},
  eprint    = {1910.13983},
  timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1910-13983},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Grgic-HlacaZGW18,
  author    = {Nina Grgic{-}Hlaca and
               Muhammad Bilal Zafar and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {Beyond Distributive Fairness in Algorithmic Decision Making: Feature
               Selection for Procedurally Fair Learning},
  booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
               (AAAI-18), the 30th innovative Applications of Artificial Intelligence
               (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
               Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
               2-7, 2018},
  pages     = {51--60},
  year      = {2018},
  crossref  = {DBLP:conf/aaai/2018},
  url       = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16523},
  timestamp = {Tue, 23 Oct 2018 06:42:15 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/Grgic-HlacaZGW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/BabaeiKCBGW18,
  author    = {Mahmoudreza Babaei and
               Juhi Kulshrestha and
               Abhijnan Chakraborty and
               Fabr{\'{\i}}cio Benevenuto and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {Purple Feed: Identifying High Consensus News Posts on Social Media},
  booktitle = {Proceedings of the 2018 {AAAI/ACM} Conference on AI, Ethics, and Society,
               {AIES} 2018, New Orleans, LA, USA, February 02-03, 2018},
  pages     = {10--16},
  year      = {2018},
  crossref  = {DBLP:conf/aies/2018},
  url       = {https://doi.org/10.1145/3278721.3278761},
  doi       = {10.1145/3278721.3278761},
  timestamp = {Mon, 14 Jan 2019 08:53:15 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/aies/BabaeiKCBGW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChoromanskiRSST18,
  author    = {Krzysztof Choromanski and
               Mark Rowland and
               Tam{\'{a}}s Sarl{\'{o}}s and
               Vikas Sindhwani and
               Richard E. Turner and
               Adrian Weller},
  title     = {The Geometry of Random Features},
  booktitle = {International Conference on Artificial Intelligence and Statistics,
               {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
               Spain},
  pages     = {1--9},
  year      = {2018},
  crossref  = {DBLP:conf/aistats/2018},
  url       = {http://proceedings.mlr.press/v84/choromanski18a.html},
  timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/ChoromanskiRSST18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AhnCSW18,
  author    = {Sungsoo Ahn and
               Michael Chertkov and
               Jinwoo Shin and
               Adrian Weller},
  title     = {Gauged Mini-Bucket Elimination for Approximate Inference},
  booktitle = {International Conference on Artificial Intelligence and Statistics,
               {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
               Spain},
  pages     = {10--19},
  year      = {2018},
  crossref  = {DBLP:conf/aistats/2018},
  url       = {http://proceedings.mlr.press/v84/ahn18a.html},
  timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/AhnCSW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AdelGW18,
  author    = {Tameem Adel and
               Zoubin Ghahramani and
               Adrian Weller},
  title     = {Discovering Interpretable Representations for Both Deep Generative
               and Discriminative Models},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  pages     = {50--59},
  year      = {2018},
  crossref  = {DBLP:conf/icml/2018},
  url       = {http://proceedings.mlr.press/v80/adel18a.html},
  timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/AdelGW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhnCWS18,
  author    = {Sungsoo Ahn and
               Michael Chertkov and
               Adrian Weller and
               Jinwoo Shin},
  title     = {Bucket Renormalization for Approximate Inference},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  pages     = {109--118},
  year      = {2018},
  crossref  = {DBLP:conf/icml/2018},
  url       = {http://proceedings.mlr.press/v80/ahn18a.html},
  timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/AhnCWS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoromanskiRSTW18,
  author    = {Krzysztof Choromanski and
               Mark Rowland and
               Vikas Sindhwani and
               Richard E. Turner and
               Adrian Weller},
  title     = {Structured Evolution with Compact Architectures for Scalable Policy
               Optimization},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  pages     = {969--977},
  year      = {2018},
  crossref  = {DBLP:conf/icml/2018},
  url       = {http://proceedings.mlr.press/v80/choromanski18a.html},
  timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/ChoromanskiRSTW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KilbertusGKVGW18,
  author    = {Niki Kilbertus and
               Adri{\`{a}} Gasc{\'{o}}n and
               Matt J. Kusner and
               Michael Veale and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {Blind Justice: Fairness with Encrypted Sensitive Attributes},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  pages     = {2635--2644},
  year      = {2018},
  crossref  = {DBLP:conf/icml/2018},
  url       = {http://proceedings.mlr.press/v80/kilbertus18a.html},
  timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/KilbertusGKVGW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SpeicherHGGSWZ18,
  author    = {Till Speicher and
               Hoda Heidari and
               Nina Grgic{-}Hlaca and
               Krishna P. Gummadi and
               Adish Singla and
               Adrian Weller and
               Muhammad Bilal Zafar},
  title     = {A Unified Approach to Quantifying Algorithmic Unfairness: Measuring
               Individual {\&}Group Unfairness via Inequality Indices},
  booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
               August 19-23, 2018},
  pages     = {2239--2248},
  year      = {2018},
  crossref  = {DBLP:conf/kdd/2018},
  url       = {https://doi.org/10.1145/3219819.3220046},
  doi       = {10.1145/3219819.3220046},
  timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/SpeicherHGGSWZ18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RowlandCCPSTW18,
  author    = {Mark Rowland and
               Krzysztof Choromanski and
               Fran{\c{c}}ois Chalus and
               Aldo Pacchiano and
               Tam{\'{a}}s Sarl{\'{o}}s and
               Richard E. Turner and
               Adrian Weller},
  title     = {Geometrically Coupled Monte Carlo Sampling},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada},
  pages     = {195--205},
  year      = {2018},
  crossref  = {DBLP:conf/nips/2018},
  url       = {http://papers.nips.cc/paper/7304-geometrically-coupled-monte-carlo-sampling},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/RowlandCCPSTW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Grgic-HlacaRGW18,
  author    = {Nina Grgic{-}Hlaca and
               Elissa M. Redmiles and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {Human Perceptions of Fairness in Algorithmic Decision Making: {A}
               Case Study of Criminal Risk Prediction},
  booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
               {WWW} 2018, Lyon, France, April 23-27, 2018},
  pages     = {903--912},
  year      = {2018},
  crossref  = {DBLP:conf/www/2018},
  url       = {https://doi.org/10.1145/3178876.3186138},
  doi       = {10.1145/3178876.3186138},
  timestamp = {Wed, 21 Nov 2018 12:44:11 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/www/Grgic-HlacaRGW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09548,
  author    = {Nina Grgic{-}Hlaca and
               Elissa M. Redmiles and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {Human Perceptions of Fairness in Algorithmic Decision Making: {A}
               Case Study of Criminal Risk Prediction},
  journal   = {CoRR},
  volume    = {abs/1802.09548},
  year      = {2018},
  url       = {http://arxiv.org/abs/1802.09548},
  archivePrefix = {arXiv},
  eprint    = {1802.09548},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1802-09548},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02395,
  author    = {Krzysztof Choromanski and
               Mark Rowland and
               Vikas Sindhwani and
               Richard E. Turner and
               Adrian Weller},
  title     = {Structured Evolution with Compact Architectures for Scalable Policy
               Optimization},
  journal   = {CoRR},
  volume    = {abs/1804.02395},
  year      = {2018},
  url       = {http://arxiv.org/abs/1804.02395},
  archivePrefix = {arXiv},
  eprint    = {1804.02395},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1804-02395},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03281,
  author    = {Niki Kilbertus and
               Adri{\`{a}} Gasc{\'{o}}n and
               Matt J. Kusner and
               Michael Veale and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {Blind Justice: Fairness with Encrypted Sensitive Attributes},
  journal   = {CoRR},
  volume    = {abs/1806.03281},
  year      = {2018},
  url       = {http://arxiv.org/abs/1806.03281},
  archivePrefix = {arXiv},
  eprint    = {1806.03281},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1806-03281},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00787,
  author    = {Till Speicher and
               Hoda Heidari and
               Nina Grgic{-}Hlaca and
               Krishna P. Gummadi and
               Adish Singla and
               Adrian Weller and
               Muhammad Bilal Zafar},
  title     = {A Unified Approach to Quantifying Algorithmic Unfairness: Measuring
               Individual {\&} Group Unfairness via Inequality Indices},
  journal   = {CoRR},
  volume    = {abs/1807.00787},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.00787},
  archivePrefix = {arXiv},
  eprint    = {1807.00787},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-00787},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01308,
  author    = {Been Kim and
               Kush R. Varshney and
               Adrian Weller},
  title     = {Proceedings of the 2018 {ICML} Workshop on Human Interpretability
               in Machine Learning {(WHI} 2018)},
  journal   = {CoRR},
  volume    = {abs/1807.01308},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.01308},
  archivePrefix = {arXiv},
  eprint    = {1807.01308},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-01308},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RowlandPW17,
  author    = {Mark Rowland and
               Aldo Pacchiano and
               Adrian Weller},
  title     = {Conditions beyond treewidth for tightness of higher-order {LP} relaxations},
  booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
               FL, {USA}},
  pages     = {10--18},
  year      = {2017},
  crossref  = {DBLP:conf/aistats/2017},
  url       = {http://proceedings.mlr.press/v54/rowland17a.html},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/RowlandPW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalogTGW17,
  author    = {Matej Balog and
               Nilesh Tripuraneni and
               Zoubin Ghahramani and
               Adrian Weller},
  title     = {Lost Relatives of the Gumbel Trick},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning,
               {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  pages     = {371--379},
  year      = {2017},
  crossref  = {DBLP:conf/icml/2017},
  url       = {http://proceedings.mlr.press/v70/balog17a.html},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/BalogTGW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/McAllisterGKWSC17,
  author    = {Rowan McAllister and
               Yarin Gal and
               Alex Kendall and
               Mark van der Wilk and
               Amar Shah and
               Roberto Cipolla and
               Adrian Weller},
  title     = {Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian
               Deep Learning},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
               19-25, 2017},
  pages     = {4745--4753},
  year      = {2017},
  crossref  = {DBLP:conf/ijcai/2017},
  url       = {https://doi.org/10.24963/ijcai.2017/661},
  doi       = {10.24963/ijcai.2017/661},
  timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/McAllisterGKWSC17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RowlandW17,
  author    = {Mark Rowland and
               Adrian Weller},
  title     = {Uprooting and Rerooting Higher-Order Graphical Models},
  booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
               on Neural Information Processing Systems 2017, 4-9 December 2017,
               Long Beach, CA, {USA}},
  pages     = {209--218},
  year      = {2017},
  crossref  = {DBLP:conf/nips/2017},
  url       = {http://papers.nips.cc/paper/6625-uprooting-and-rerooting-higher-order-graphical-models},
  timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/RowlandW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChoromanskiRW17,
  author    = {Krzysztof Marcin Choromanski and
               Mark Rowland and
               Adrian Weller},
  title     = {The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings},
  booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
               on Neural Information Processing Systems 2017, 4-9 December 2017,
               Long Beach, CA, {USA}},
  pages     = {219--228},
  year      = {2017},
  crossref  = {DBLP:conf/nips/2017},
  url       = {http://papers.nips.cc/paper/6626-the-unreasonable-effectiveness-of-structured-random-orthogonal-embeddings},
  timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/ChoromanskiRW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZafarVGGW17,
  author    = {Muhammad Bilal Zafar and
               Isabel Valera and
               Manuel Gomez{-}Rodriguez and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {From Parity to Preference-based Notions of Fairness in Classification},
  booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
               on Neural Information Processing Systems 2017, 4-9 December 2017,
               Long Beach, CA, {USA}},
  pages     = {229--239},
  year      = {2017},
  crossref  = {DBLP:conf/nips/2017},
  url       = {http://papers.nips.cc/paper/6627-from-parity-to-preference-based-notions-of-fairness-in-classification},
  timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/ZafarVGGW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ptai/BhatnagarAACCCF17,
  author    = {Sankalp Bhatnagar and
               Anna Alexandrova and
               Shahar Avin and
               Stephen Cave and
               Lucy Cheke and
               Matthew Crosby and
               Jan Feyereisl and
               Marta Halina and
               Bao Sheng Loe and
               Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh and
               Fernando Mart{\'{\i}}nez{-}Plumed and
               Huw Price and
               Henry Shevlin and
               Adrian Weller and
               Alan Winfield and
               Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
  title     = {Mapping Intelligence: Requirements and Possibilities},
  booktitle = {Philosophy and Theory of Artificial Intelligence 2017, {PT-AI} 2017,
               Leeds, UK, November 4-5, 2017, Proceedings},
  pages     = {117--135},
  year      = {2017},
  crossref  = {DBLP:conf/ptai/2017},
  url       = {https://doi.org/10.1007/978-3-319-96448-5\_13},
  doi       = {10.1007/978-3-319-96448-5\_13},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ptai/BhatnagarAACCCF17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalogTGW17,
  author    = {Matej Balog and
               Nilesh Tripuraneni and
               Zoubin Ghahramani and
               Adrian Weller},
  title     = {Lost Relatives of the Gumbel Trick},
  journal   = {CoRR},
  volume    = {abs/1706.04161},
  year      = {2017},
  url       = {http://arxiv.org/abs/1706.04161},
  archivePrefix = {arXiv},
  eprint    = {1706.04161},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/BalogTGW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Grgic-HlacaZGW17,
  author    = {Nina Grgic{-}Hlaca and
               Muhammad Bilal Zafar and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {On Fairness, Diversity and Randomness in Algorithmic Decision Making},
  journal   = {CoRR},
  volume    = {abs/1706.10208},
  year      = {2017},
  url       = {http://arxiv.org/abs/1706.10208},
  archivePrefix = {arXiv},
  eprint    = {1706.10208},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/Grgic-HlacaZGW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZafarVGGW17,
  author    = {Muhammad Bilal Zafar and
               Isabel Valera and
               Manuel Gomez{-}Rodriguez and
               Krishna P. Gummadi and
               Adrian Weller},
  title     = {From Parity to Preference-based Notions of Fairness in Classification},
  journal   = {CoRR},
  volume    = {abs/1707.00010},
  year      = {2017},
  url       = {http://arxiv.org/abs/1707.00010},
  archivePrefix = {arXiv},
  eprint    = {1707.00010},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ZafarVGGW17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01870,
  author    = {Adrian Weller},
  title     = {Challenges for Transparency},
  journal   = {CoRR},
  volume    = {abs/1708.01870},
  year      = {2017},
  url       = {http://arxiv.org/abs/1708.01870},
  archivePrefix = {arXiv},
  eprint    = {1708.01870},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1708-01870},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02666,
  author    = {Been Kim and
               Dmitry M. Malioutov and
               Kush R. Varshney and
               Adrian Weller},
  title     = {Proceedings of the 2017 {ICML} Workshop on Human Interpretability
               in Machine Learning {(WHI} 2017)},
  journal   = {CoRR},
  volume    = {abs/1708.02666},
  year      = {2017},
  url       = {http://arxiv.org/abs/1708.02666},
  archivePrefix = {arXiv},
  eprint    = {1708.02666},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1708-02666},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WellerD16,
  author    = {Adrian Weller and
               Justin Domke},
  title     = {Clamping Improves {TRW} and Mean Field Approximations},
  booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  pages     = {38--46},
  year      = {2016},
  crossref  = {DBLP:conf/aistats/2016},
  url       = {http://proceedings.mlr.press/v51/weller16a.html},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/WellerD16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WellerRS16,
  author    = {Adrian Weller and
               Mark Rowland and
               David A. Sontag},
  title     = {Tightness of {LP} Relaxations for Almost Balanced Models},
  booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  pages     = {47--55},
  year      = {2016},
  crossref  = {DBLP:conf/aistats/2016},
  url       = {http://proceedings.mlr.press/v51/weller16b.html},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/WellerRS16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Weller16,
  author    = {Adrian Weller},
  title     = {Uprooting and Rerooting Graphical Models},
  booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
               {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  pages     = {21--29},
  year      = {2016},
  crossref  = {DBLP:conf/icml/2016},
  url       = {http://proceedings.mlr.press/v48/weller16.html},
  timestamp = {Wed, 29 May 2019 08:41:46 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/Weller16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeshiMWS16,
  author    = {Ofer Meshi and
               Mehrdad Mahdavi and
               Adrian Weller and
               David A. Sontag},
  title     = {Train and Test Tightness of {LP} Relaxations in Structured Prediction},
  booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
               {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  pages     = {1776--1785},
  year      = {2016},
  crossref  = {DBLP:conf/icml/2016},
  url       = {http://proceedings.mlr.press/v48/meshi16.html},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/MeshiMWS16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Weller16,
  author    = {Adrian Weller},
  title     = {Characterizing Tightness of {LP} Relaxations by Forbidding Signed
               Minors},
  booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
  year      = {2016},
  crossref  = {DBLP:conf/uai/2016},
  url       = {http://auai.org/uai2016/proceedings/papers/1.pdf},
  timestamp = {Thu, 11 Aug 2016 09:36:19 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/Weller16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Weller15,
  author    = {Adrian Weller},
  title     = {Revisiting the Limits of {MAP} Inference by {MWSS} on Perfect Graphs},
  booktitle = {Proceedings of the Eighteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
               USA, May 9-12, 2015},
  year      = {2015},
  crossref  = {DBLP:conf/aistats/2015},
  url       = {http://proceedings.mlr.press/v38/weller15.html},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/Weller15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Weller15,
  author    = {Adrian Weller},
  title     = {Bethe and Related Pairwise Entropy Approximations},
  booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
  pages     = {942--951},
  year      = {2015},
  crossref  = {DBLP:conf/uai/2015},
  url       = {http://auai.org/uai2015/proceedings/papers/9.pdf},
  timestamp = {Mon, 13 Nov 2017 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/uai/Weller15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WellerD15,
  author    = {Adrian Weller and
               Justin Domke},
  title     = {Clamping Improves {TRW} and Mean Field Approximations},
  journal   = {CoRR},
  volume    = {abs/1510.00087},
  year      = {2015},
  url       = {http://arxiv.org/abs/1510.00087},
  archivePrefix = {arXiv},
  eprint    = {1510.00087},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/WellerD15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WellerJ14,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {Clamping Variables and Approximate Inference},
  booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
               on Neural Information Processing Systems 2014, December 8-13 2014,
               Montreal, Quebec, Canada},
  pages     = {909--917},
  year      = {2014},
  crossref  = {DBLP:conf/nips/2014},
  url       = {http://papers.nips.cc/paper/5529-clamping-variables-and-approximate-inference},
  timestamp = {Wed, 10 Dec 2014 21:34:12 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/WellerJ14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WellerJ14,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {Approximating the Bethe Partition Function},
  booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
               2014},
  pages     = {858--867},
  year      = {2014},
  crossref  = {DBLP:conf/uai/2014},
  url       = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2522\&\#38;proceeding\_id=30},
  timestamp = {Mon, 27 Jul 2015 18:23:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/WellerJ14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WellerTJS14,
  author    = {Adrian Weller and
               Kui Tang and
               Tony Jebara and
               David A. Sontag},
  title     = {Understanding the Bethe Approximation: When and How can it go Wrong?},
  booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
               2014},
  pages     = {868--877},
  year      = {2014},
  crossref  = {DBLP:conf/uai/2014},
  url       = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2523\&\#38;proceeding\_id=30},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/uai/WellerTJS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WellerJ14,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {Approximating the Bethe partition function},
  journal   = {CoRR},
  volume    = {abs/1401.0044},
  year      = {2014},
  url       = {http://arxiv.org/abs/1401.0044},
  archivePrefix = {arXiv},
  eprint    = {1401.0044},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/WellerJ14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WellerJ13,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {Bethe Bounds and Approximating the Global Optimum},
  booktitle = {Proceedings of the Sixteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
               April 29 - May 1, 2013},
  pages     = {618--631},
  year      = {2013},
  crossref  = {DBLP:conf/aistats/2013},
  url       = {http://proceedings.mlr.press/v31/weller13a.html},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/WellerJ13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WellerJ13,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {On {MAP} Inference by {MWSS} on Perfect Graphs},
  booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
  year      = {2013},
  crossref  = {DBLP:conf/uai/2013},
  url       = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2430\&\#38;proceeding\_id=29},
  timestamp = {Mon, 27 Jul 2015 18:21:36 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/WellerJ13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0015,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {Bethe Bounds and Approximating the Global Optimum},
  journal   = {CoRR},
  volume    = {abs/1301.0015},
  year      = {2013},
  url       = {http://arxiv.org/abs/1301.0015},
  archivePrefix = {arXiv},
  eprint    = {1301.0015},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1301-0015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WellerJ13,
  author    = {Adrian Weller and
               Tony Jebara},
  title     = {On {MAP} Inference by {MWSS} on Perfect Graphs},
  journal   = {CoRR},
  volume    = {abs/1309.6872},
  year      = {2013},
  url       = {http://arxiv.org/abs/1309.6872},
  archivePrefix = {arXiv},
  eprint    = {1309.6872},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/WellerJ13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WellerEJ09,
  author    = {Adrian Weller and
               Daniel P. W. Ellis and
               Tony Jebara},
  title     = {Structured Prediction Models for Chord Transcription of Music Audio},
  booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
               2009, Miami Beach, Florida, USA, December 13-15, 2009},
  pages     = {590--595},
  year      = {2009},
  crossref  = {DBLP:conf/icmla/2009},
  url       = {https://doi.org/10.1109/ICMLA.2009.132},
  doi       = {10.1109/ICMLA.2009.132},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icmla/WellerEJ09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2019,
  title     = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
               2019, The Thirty-First Innovative Applications of Artificial Intelligence
               Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
               Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
               USA, January 27 - February 1, 2019},
  publisher = {{AAAI} Press},
  year      = {2019},
  url       = {https://www.aaai.org/Library/AAAI/aaai19contents.php},
  isbn      = {978-1-57735-809-1},
  timestamp = {Wed, 24 Jul 2019 15:18:08 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/2019},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2019,
  editor    = {Kamalika Chaudhuri and
               Masashi Sugiyama},
  title     = {The 22nd International Conference on Artificial Intelligence and Statistics,
               {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series    = {Proceedings of Machine Learning Research},
  volume    = {89},
  publisher = {{PMLR}},
  year      = {2019},
  url       = {http://proceedings.mlr.press/v89/},
  timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2019},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2019,
  editor    = {Kamalika Chaudhuri and
               Ruslan Salakhutdinov},
  title     = {Proceedings of the 36th International Conference on Machine Learning,
               {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series    = {Proceedings of Machine Learning Research},
  volume    = {97},
  publisher = {{PMLR}},
  year      = {2019},
  url       = {http://proceedings.mlr.press/v97/},
  timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2019},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2019,
  editor    = {Amir Globerson and
               Ricardo Silva},
  title     = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  publisher = {{AUAI} Press},
  year      = {2018},
  url       = {http://auai.org/uai2019/accepted.php},
  timestamp = {Fri, 19 Jul 2019 13:03:50 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/2019},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lncs/11700,
  editor    = {Wojciech Samek and
               Gr{\'{e}}goire Montavon and
               Andrea Vedaldi and
               Lars Kai Hansen and
               Klaus{-}Robert M{\"{u}}ller},
  title     = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning},
  series    = {Lecture Notes in Computer Science},
  volume    = {11700},
  publisher = {Springer},
  year      = {2019},
  url       = {https://doi.org/10.1007/978-3-030-28954-6},
  doi       = {10.1007/978-3-030-28954-6},
  isbn      = {978-3-030-28953-9},
  timestamp = {Mon, 16 Sep 2019 19:16:42 +0200},
  biburl    = {https://dblp.org/rec/bib/series/lncs/11700},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2018,
  editor    = {Sheila A. McIlraith and
               Kilian Q. Weinberger},
  title     = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
               (AAAI-18), the 30th innovative Applications of Artificial Intelligence
               (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
               Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
               2-7, 2018},
  publisher = {{AAAI} Press},
  year      = {2018},
  url       = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/schedConf/presentations},
  timestamp = {Tue, 23 Oct 2018 06:42:15 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aies/2018,
  editor    = {Jason Furman and
               Gary E. Marchant and
               Huw Price and
               Francesca Rossi},
  title     = {Proceedings of the 2018 {AAAI/ACM} Conference on AI, Ethics, and Society,
               {AIES} 2018, New Orleans, LA, USA, February 02-03, 2018},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3278721},
  doi       = {10.1145/3278721},
  isbn      = {978-1-4503-6012-8},
  timestamp = {Mon, 14 Jan 2019 08:53:15 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/aies/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2018,
  editor    = {Amos J. Storkey and
               Fernando P{\'{e}}rez{-}Cruz},
  title     = {International Conference on Artificial Intelligence and Statistics,
               {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
               Spain},
  series    = {Proceedings of Machine Learning Research},
  volume    = {84},
  publisher = {{PMLR}},
  year      = {2018},
  url       = {http://proceedings.mlr.press/v84/},
  timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2018,
  editor    = {Jennifer G. Dy and
               Andreas Krause},
  title     = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  series    = {Proceedings of Machine Learning Research},
  volume    = {80},
  publisher = {{PMLR}},
  year      = {2018},
  url       = {http://proceedings.mlr.press/v80/},
  timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2018,
  editor    = {Yike Guo and
               Faisal Farooq},
  title     = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
               August 19-23, 2018},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3219819},
  doi       = {10.1145/3219819},
  timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2018,
  editor    = {Samy Bengio and
               Hanna M. Wallach and
               Hugo Larochelle and
               Kristen Grauman and
               Nicol{\`{o}} Cesa{-}Bianchi and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada},
  year      = {2018},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-31-2018},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2018,
  editor    = {Pierre{-}Antoine Champin and
               Fabien L. Gandon and
               Mounia Lalmas and
               Panagiotis G. Ipeirotis},
  title     = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
               {WWW} 2018, Lyon, France, April 23-27, 2018},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3178876},
  doi       = {10.1145/3178876},
  timestamp = {Wed, 21 Nov 2018 12:44:11 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/www/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2017,
  editor    = {Aarti Singh and
               Xiaojin (Jerry) Zhu},
  title     = {Proceedings of the 20th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
               FL, {USA}},
  series    = {Proceedings of Machine Learning Research},
  volume    = {54},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://proceedings.mlr.press/v54/},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2017,
  editor    = {Doina Precup and
               Yee Whye Teh},
  title     = {Proceedings of the 34th International Conference on Machine Learning,
               {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series    = {Proceedings of Machine Learning Research},
  volume    = {70},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://proceedings.mlr.press/v70/},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2017,
  editor    = {Carles Sierra},
  title     = {Proceedings of the Twenty-Sixth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
               19-25, 2017},
  publisher = {ijcai.org},
  year      = {2017},
  url       = {http://www.ijcai.org/Proceedings/2017/},
  isbn      = {978-0-9992411-0-3},
  timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2017,
  editor    = {Isabelle Guyon and
               Ulrike von Luxburg and
               Samy Bengio and
               Hanna M. Wallach and
               Rob Fergus and
               S. V. N. Vishwanathan and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 30: Annual Conference
               on Neural Information Processing Systems 2017, 4-9 December 2017,
               Long Beach, CA, {USA}},
  year      = {2017},
  timestamp = {Mon, 27 Nov 2017 12:38:16 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ptai/2017,
  editor    = {Vincent C. M{\"{u}}ller},
  title     = {Philosophy and Theory of Artificial Intelligence 2017, {PT-AI} 2017,
               Leeds, UK, November 4-5, 2017, Proceedings},
  series    = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
  volume    = {44},
  publisher = {Springer},
  year      = {2018},
  url       = {https://doi.org/10.1007/978-3-319-96448-5},
  doi       = {10.1007/978-3-319-96448-5},
  isbn      = {978-3-319-96447-8},
  timestamp = {Fri, 06 Sep 2019 14:57:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ptai/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2016,
  editor    = {Arthur Gretton and
               Christian C. Robert},
  title     = {Proceedings of the 19th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {51},
  publisher = {JMLR.org},
  year      = {2016},
  url       = {http://proceedings.mlr.press/v51/},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2016,
  editor    = {Maria{-}Florina Balcan and
               Kilian Q. Weinberger},
  title     = {Proceedings of the 33nd International Conference on Machine Learning,
               {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {48},
  publisher = {JMLR.org},
  year      = {2016},
  url       = {http://proceedings.mlr.press/v48/},
  timestamp = {Wed, 29 May 2019 08:41:46 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2016,
  editor    = {Alexander T. Ihler and
               Dominik Janzing},
  title     = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
  publisher = {{AUAI} Press},
  year      = {2016},
  url       = {http://auai.org/uai2016/proceedings/uai-2016-proceedings.pdf},
  isbn      = {978-0-9966431-1-5},
  timestamp = {Thu, 11 Aug 2016 09:36:19 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2015,
  editor    = {Guy Lebanon and
               S. V. N. Vishwanathan},
  title     = {Proceedings of the Eighteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
               USA, May 9-12, 2015},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {38},
  publisher = {JMLR.org},
  year      = {2015},
  url       = {http://proceedings.mlr.press/v38/},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2015,
  editor    = {Marina Meila and
               Tom Heskes},
  title     = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
  publisher = {{AUAI} Press},
  year      = {2015},
  url       = {http://auai.org/uai2015/proceedings/uai-2015-proceedings.pdf},
  isbn      = {978-0-9966431-0-8},
  timestamp = {Sun, 31 Jan 2016 16:35:16 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/uai/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2014,
  editor    = {Zoubin Ghahramani and
               Max Welling and
               Corinna Cortes and
               Neil D. Lawrence and
               Kilian Q. Weinberger},
  title     = {Advances in Neural Information Processing Systems 27: Annual Conference
               on Neural Information Processing Systems 2014, December 8-13 2014,
               Montreal, Quebec, Canada},
  year      = {2014},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-27-2014},
  timestamp = {Wed, 10 Dec 2014 21:34:12 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2014,
  editor    = {Nevin L. Zhang and
               Jin Tian},
  title     = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
               2014},
  publisher = {{AUAI} Press},
  year      = {2014},
  url       = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&smnu=1\&proceeding\_id=30},
  isbn      = {978-0-9749039-1-0},
  timestamp = {Mon, 27 Jul 2015 18:23:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2013,
  title     = {Proceedings of the Sixteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
               April 29 - May 1, 2013},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {31},
  publisher = {JMLR.org},
  year      = {2013},
  url       = {http://proceedings.mlr.press/v31/},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2013,
  editor    = {Ann Nicholson and
               Padhraic Smyth},
  title     = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
  publisher = {{AUAI} Press},
  year      = {2013},
  url       = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&smnu=1\&proceeding\_id=29},
  timestamp = {Mon, 27 Jul 2015 18:21:36 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icmla/2009,
  editor    = {M. Arif Wani and
               Mehmed M. Kantardzic and
               Vasile Palade and
               Lukasz A. Kurgan and
               Yuan (Alan) Qi},
  title     = {International Conference on Machine Learning and Applications, {ICMLA}
               2009, Miami Beach, Florida, USA, December 13-15, 2009},
  publisher = {{IEEE} Computer Society},
  year      = {2009},
  url       = {https://ieeexplore.ieee.org/xpl/conhome/5379696/proceeding},
  isbn      = {978-0-7695-3926-3},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icmla/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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