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ORCIDBibTeX records: Harikrishna Narasimhan
@article{DBLP:journals/jacm/Dutting0NPR24,
author = {Paul D{\"{u}}tting and
Zhe Feng and
Harikrishna Narasimhan and
David C. Parkes and
Sai Srivatsa Ravindranath},
title = {Optimal Auctions through Deep Learning: Advances in Differentiable
Economics},
journal = {J. {ACM}},
volume = {71},
number = {1},
pages = {5:1--5:53},
year = {2024},
url = {https://doi.org/10.1145/3630749},
doi = {10.1145/3630749},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacm/Dutting0NPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04182,
author = {Michal Lukasik and
Harikrishna Narasimhan and
Aditya Krishna Menon and
Felix X. Yu and
Sanjiv Kumar},
title = {Metric-aware {LLM} inference},
journal = {CoRR},
volume = {abs/2403.04182},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04182},
doi = {10.48550/ARXIV.2403.04182},
eprinttype = {arXiv},
eprint = {2403.04182},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiNAC0K23,
author = {Jiaheng Wei and
Harikrishna Narasimhan and
Ehsan Amid and
Wen{-}Sheng Chu and
Yang Liu and
Abhishek Kumar},
title = {Distributionally Robust Post-hoc Classifiers under Prior Shifts},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3KUfbI9\_DQE},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiNAC0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JitkrittumGMNRK23,
author = {Wittawat Jitkrittum and
Neha Gupta and
Aditya Krishna Menon and
Harikrishna Narasimhan and
Ankit Singh Rawat and
Sanjiv Kumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {When Does Confidence-Based Cascade Deferral Suffice?},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1f09e1ee5035a4c3fe38a5681cae5815-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JitkrittumGMNRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangNZHLM23,
author = {Serena Lutong Wang and
Harikrishna Narasimhan and
Yichen Zhou and
Sara Hooker and
Michal Lukasik and
Aditya Krishna Menon},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Robust distillation for worst-class performance: on the interplay
between teacher and student objectives},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2237--2247},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23e.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangNZHLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12386,
author = {Harikrishna Narasimhan and
Aditya Krishna Menon and
Wittawat Jitkrittum and
Sanjiv Kumar},
title = {Learning to reject meets {OOD} detection: Are all abstentions created
equal?},
journal = {CoRR},
volume = {abs/2301.12386},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12386},
doi = {10.48550/ARXIV.2301.12386},
eprinttype = {arXiv},
eprint = {2301.12386},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02764,
author = {Wittawat Jitkrittum and
Neha Gupta and
Aditya Krishna Menon and
Harikrishna Narasimhan and
Ankit Singh Rawat and
Sanjiv Kumar},
title = {When Does Confidence-Based Cascade Deferral Suffice?},
journal = {CoRR},
volume = {abs/2307.02764},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02764},
doi = {10.48550/ARXIV.2307.02764},
eprinttype = {arXiv},
eprint = {2307.02764},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08825,
author = {Jiaheng Wei and
Harikrishna Narasimhan and
Ehsan Amid and
Wen{-}Sheng Chu and
Yang Liu and
Abhishek Kumar},
title = {Distributionally Robust Post-hoc Classifiers under Prior Shifts},
journal = {CoRR},
volume = {abs/2309.08825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08825},
doi = {10.48550/ARXIV.2309.08825},
eprinttype = {arXiv},
eprint = {2309.08825},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangNBCR22,
author = {Heinrich Jiang and
Harikrishna Narasimhan and
Dara Bahri and
Andrew Cotter and
Afshin Rostamizadeh},
title = {Churn Reduction via Distillation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=HbtFCX2PLq0},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangNBCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanJMRK22,
author = {Harikrishna Narasimhan and
Wittawat Jitkrittum and
Aditya Krishna Menon and
Ankit Singh Rawat and
Sanjiv Kumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Post-hoc estimators for learning to defer to an expert},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/bc8f76d9caadd48f77025b1c889d2e2d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanJMRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HiranandaniMNK22,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
editor = {James Cussens and
Kun Zhang},
title = {Quadratic metric elicitation for fairness and beyond},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {811--821},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/hiranandani22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/HiranandaniMNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06479,
author = {Serena Lutong Wang and
Harikrishna Narasimhan and
Yichen Zhou and
Sara Hooker and
Michal Lukasik and
Aditya Krishna Menon},
title = {Robust Distillation for Worst-class Performance},
journal = {CoRR},
volume = {abs/2206.06479},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06479},
doi = {10.48550/ARXIV.2206.06479},
eprinttype = {arXiv},
eprint = {2206.06479},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09695,
author = {Harikrishna Narasimhan and
Harish G. Ramaswamy and
Shiv Kumar Tavker and
Drona Khurana and
Praneeth Netrapalli and
Shivani Agarwal},
title = {Consistent Multiclass Algorithms for Complex Metrics and Constraints},
journal = {CoRR},
volume = {abs/2210.09695},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09695},
doi = {10.48550/ARXIV.2210.09695},
eprinttype = {arXiv},
eprint = {2210.09695},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/DuttingFNPR21,
author = {Paul D{\"{u}}tting and
Zhe Feng and
Harikrishna Narasimhan and
David C. Parkes and
Sai Srivatsa Ravindranath},
title = {Optimal auctions through deep learning},
journal = {Commun. {ACM}},
volume = {64},
number = {8},
pages = {109--116},
year = {2021},
url = {https://doi.org/10.1145/3470442},
doi = {10.1145/3470442},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/DuttingFNPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HiranandaniMNFK21,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Mahdi Milani Fard and
Sanmi Koyejo},
editor = {Marina Meila and
Tong Zhang},
title = {Optimizing Black-box Metrics with Iterative Example Weighting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4239--4249},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hiranandani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HiranandaniMNFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarNC21,
author = {Abhishek Kumar and
Harikrishna Narasimhan and
Andrew Cotter},
editor = {Marina Meila and
Tong Zhang},
title = {Implicit rate-constrained optimization of non-decomposable objectives},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5861--5871},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kumar21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanM21,
author = {Harikrishna Narasimhan and
Aditya Krishna Menon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Training Over-parameterized Models with Non-decomposable Objectives},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18165--18181},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9713faa264b94e2bf346a1bb52587fd8-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06849,
author = {Andrew Cotter and
Aditya Krishna Menon and
Harikrishna Narasimhan and
Ankit Singh Rawat and
Sashank J. Reddi and
Yichen Zhou},
title = {Distilling Double Descent},
journal = {CoRR},
volume = {abs/2102.06849},
year = {2021},
url = {https://arxiv.org/abs/2102.06849},
eprinttype = {arXiv},
eprint = {2102.06849},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09492,
author = {Gaurush Hiranandani and
Jatin Mathur and
Oluwasanmi Koyejo and
Mahdi Milani Fard and
Harikrishna Narasimhan},
title = {Optimizing Black-box Metrics with Iterative Example Weighting},
journal = {CoRR},
volume = {abs/2102.09492},
year = {2021},
url = {https://arxiv.org/abs/2102.09492},
eprinttype = {arXiv},
eprint = {2102.09492},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02654,
author = {Heinrich Jiang and
Harikrishna Narasimhan and
Dara Bahri and
Andrew Cotter and
Afshin Rostamizadeh},
title = {Churn Reduction via Distillation},
journal = {CoRR},
volume = {abs/2106.02654},
year = {2021},
url = {https://arxiv.org/abs/2106.02654},
eprinttype = {arXiv},
eprint = {2106.02654},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04641,
author = {Harikrishna Narasimhan and
Aditya Krishna Menon},
title = {Training Over-parameterized Models with Non-decomposable Objectives},
journal = {CoRR},
volume = {abs/2107.04641},
year = {2021},
url = {https://arxiv.org/abs/2107.04641},
eprinttype = {arXiv},
eprint = {2107.04641},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10960,
author = {Abhishek Kumar and
Harikrishna Narasimhan and
Andrew Cotter},
title = {Implicit Rate-Constrained Optimization of Non-decomposable Objectives},
journal = {CoRR},
volume = {abs/2107.10960},
year = {2021},
url = {https://arxiv.org/abs/2107.10960},
eprinttype = {arXiv},
eprint = {2107.10960},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NarasimhanCGW20,
author = {Harikrishna Narasimhan and
Andrew Cotter and
Maya R. Gupta and
Serena Lutong Wang},
title = {Pairwise Fairness for Ranking and Regression},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5248--5255},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5970},
doi = {10.1609/AAAI.V34I04.5970},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NarasimhanCGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangANFG20,
author = {Qijia Jiang and
Olaoluwa Adigun and
Harikrishna Narasimhan and
Mahdi Milani Fard and
Maya R. Gupta},
title = {Optimizing Black-box Metrics with Adaptive Surrogates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4784--4793},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangANFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HiranandaniNK20,
author = {Gaurush Hiranandani and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fair Performance Metric Elicitation},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/7ec2442aa04c157590b2fa1a7d093a33-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HiranandaniNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanCZWG20,
author = {Harikrishna Narasimhan and
Andrew Cotter and
Yichen Zhou and
Serena Lutong Wang and
Wenshuo Guo},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Approximate Heavily-Constrained Learning with Lagrange Multiplier
Models},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/62db9e3397c76207a687c360e0243317-Abstract.html},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanCZWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TavkerRN20,
author = {Shiv Kumar Tavker and
Harish Guruprasad Ramaswamy and
Harikrishna Narasimhan},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Consistent Plug-in Classifiers for Complex Objectives and Constraints},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/eab1bceaa6c5823d7ed86cfc7a8bd824-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TavkerRN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangGNCGJ20,
author = {Serena Lutong Wang and
Wenshuo Guo and
Harikrishna Narasimhan and
Andrew Cotter and
Maya R. Gupta and
Michael I. Jordan},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Robust Optimization for Fairness with Noisy Protected Groups},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/37d097caf1299d9aa79c2c2b843d2d78-Abstract.html},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangGNCGJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08605,
author = {Qijia Jiang and
Olaoluwa Adigun and
Harikrishna Narasimhan and
Mahdi Milani Fard and
Maya R. Gupta},
title = {Optimizing Black-box Metrics with Adaptive Surrogates},
journal = {CoRR},
volume = {abs/2002.08605},
year = {2020},
url = {https://arxiv.org/abs/2002.08605},
eprinttype = {arXiv},
eprint = {2002.08605},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09343,
author = {Serena Lutong Wang and
Wenshuo Guo and
Harikrishna Narasimhan and
Andrew Cotter and
Maya R. Gupta and
Michael I. Jordan},
title = {Robust Optimization for Fairness with Noisy Protected Groups},
journal = {CoRR},
volume = {abs/2002.09343},
year = {2020},
url = {https://arxiv.org/abs/2002.09343},
eprinttype = {arXiv},
eprint = {2002.09343},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12732,
author = {Gaurush Hiranandani and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
title = {Fair Performance Metric Elicitation},
journal = {CoRR},
volume = {abs/2006.12732},
year = {2020},
url = {https://arxiv.org/abs/2006.12732},
eprinttype = {arXiv},
eprint = {2006.12732},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01516,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
title = {Quadratic Metric Elicitation with Application to Fairness},
journal = {CoRR},
volume = {abs/2011.01516},
year = {2020},
url = {https://arxiv.org/abs/2011.01516},
eprinttype = {arXiv},
eprint = {2011.01516},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Duetting0NPR19,
author = {Paul Duetting and
Zhe Feng and
Harikrishna Narasimhan and
David C. Parkes and
Sai Srivatsa Ravindranath},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Optimal Auctions through Deep Learning},
booktitle = {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},
pages = {1706--1715},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/duetting19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/Duetting0NPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoFNG19,
author = {Sen Zhao and
Mahdi Milani Fard and
Harikrishna Narasimhan and
Maya R. Gupta},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Metric-Optimized Example Weights},
booktitle = {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},
pages = {7533--7542},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zhao19b.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoFNG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanCG19,
author = {Harikrishna Narasimhan and
Andrew Cotter and
Maya R. Gupta},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Optimizing Generalized Rate Metrics with Three Players},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10746--10757},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3ce257b311e5acf849992f5a675188e8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CotterGN19,
author = {Andrew Cotter and
Maya R. Gupta and
Harikrishna Narasimhan},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On Making Stochastic Classifiers Deterministic},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10910--10920},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5fc34ed307aac159a30d81181c99847e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CotterGN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05330,
author = {Harikrishna Narasimhan and
Andrew Cotter and
Maya R. Gupta and
Serena Lutong Wang},
title = {Pairwise Fairness for Ranking and Regression},
journal = {CoRR},
volume = {abs/1906.05330},
year = {2019},
url = {http://arxiv.org/abs/1906.05330},
eprinttype = {arXiv},
eprint = {1906.05330},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02939,
author = {Harikrishna Narasimhan and
Andrew Cotter and
Maya R. Gupta},
title = {Optimizing Generalized Rate Metrics through Game Equilibrium},
journal = {CoRR},
volume = {abs/1909.02939},
year = {2019},
url = {http://arxiv.org/abs/1909.02939},
eprinttype = {arXiv},
eprint = {1909.02939},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Narasimhan18,
author = {Harikrishna Narasimhan},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Learning with Complex Loss Functions and Constraints},
booktitle = {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},
pages = {1646--1654},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/narasimhan18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Narasimhan18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/0004NP18,
author = {Zhe Feng and
Harikrishna Narasimhan and
David C. Parkes},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Deep Learning for Revenue-Optimal Auctions with Budgets},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {354--362},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237439},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/0004NP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GolowichNP18,
author = {Noah Golowich and
Harikrishna Narasimhan and
David C. Parkes},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Deep Learning for Multi-Facility Location Mechanism Design},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {261--267},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/36},
doi = {10.24963/IJCAI.2018/36},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GolowichNP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Narasimhan017,
author = {Harikrishna Narasimhan and
Shivani Agarwal},
title = {Support Vector Algorithms for Optimizing the Partial Area under the
{ROC} Curve},
journal = {Neural Comput.},
volume = {29},
number = {7},
pages = {1919--1963},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00972},
doi = {10.1162/NECO\_A\_00972},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Narasimhan017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuttingFNP17,
author = {Paul D{\"{u}}tting and
Zhe Feng and
Harikrishna Narasimhan and
David C. Parkes},
title = {Optimal Auctions through Deep Learning},
journal = {CoRR},
volume = {abs/1706.03459},
year = {2017},
url = {http://arxiv.org/abs/1706.03459},
eprinttype = {arXiv},
eprint = {1706.03459},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuttingFNP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NarasimhanPKPR16,
author = {Harikrishna Narasimhan and
Weiwei Pan and
Purushottam Kar and
Pavlos Protopapas and
Harish G. Ramaswamy},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Optimizing the Multiclass F-Measure via Biconcave Programming},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1101--1106},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0143},
doi = {10.1109/ICDM.2016.0143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NarasimhanPKPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Narasimhan0P16,
author = {Harikrishna Narasimhan and
Shivani Agarwal and
David C. Parkes},
editor = {Subbarao Kambhampati},
title = {Automated Mechanism Design without Money via Machine Learning},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {433--439},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/068},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Narasimhan0P16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KarLNC016,
author = {Purushottam Kar and
Shuai Li and
Harikrishna Narasimhan and
Sanjay Chawla and
Fabrizio Sebastiani},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Online Optimization Methods for the Quantification Problem},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1625--1634},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939832},
doi = {10.1145/2939672.2939832},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KarLNC016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NarasimhanP16,
author = {Harikrishna Narasimhan and
David C. Parkes},
editor = {Alexander Ihler and
Dominik Janzing},
title = {A General Statistical Framework for Designing Strategy-proof Assignment
Mechanisms},
booktitle = {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/papers/193.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/NarasimhanP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiNKCS16,
author = {Shuai Li and
Harikrishna Narasimhan and
Purushottam Kar and
Sanjay Chawla and
Fabrizio Sebastiani},
title = {Stochastic Optimization Techniques for Quantification Performance
Measures},
journal = {CoRR},
volume = {abs/1605.04135},
year = {2016},
url = {http://arxiv.org/abs/1605.04135},
eprinttype = {arXiv},
eprint = {1605.04135},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiNKCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Narasimhan016,
author = {Harikrishna Narasimhan and
Shivani Agarwal},
title = {Support Vector Algorithms for Optimizing the Partial Area Under the
{ROC} Curve},
journal = {CoRR},
volume = {abs/1605.04337},
year = {2016},
url = {http://arxiv.org/abs/1605.04337},
eprinttype = {arXiv},
eprint = {1605.04337},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Narasimhan016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarN015,
author = {Purushottam Kar and
Harikrishna Narasimhan and
Prateek Jain},
editor = {Francis R. Bach and
David M. Blei},
title = {Surrogate Functions for Maximizing Precision at the Top},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {189--198},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kar15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarN015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarasimhanK015,
author = {Harikrishna Narasimhan and
Purushottam Kar and
Prateek Jain},
editor = {Francis R. Bach and
David M. Blei},
title = {Optimizing Non-decomposable Performance Measures: {A} Tale of Two
Classes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {199--208},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/narasimhana15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarasimhanK015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarasimhanRS015,
author = {Harikrishna Narasimhan and
Harish G. Ramaswamy and
Aadirupa Saha and
Shivani Agarwal},
editor = {Francis R. Bach and
David M. Blei},
title = {Consistent Multiclass Algorithms for Complex Performance Measures},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2398--2407},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/narasimhanb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarasimhanRS015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanPS15,
author = {Harikrishna Narasimhan and
David C. Parkes and
Yaron Singer},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Learnability of Influence in Networks},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3186--3194},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/4a2ddf148c5a9c42151a529e8cbdcc06-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AhmedN015,
author = {C. G. Saneem Ahmed and
Harikrishna Narasimhan and
Shivani Agarwal},
editor = {Marina Meila and
Tom Heskes},
title = {Bayes Optimal Feature Selection for Supervised Learning with General
Performance Measures},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {171--180},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/72.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/AhmedN015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamaswamyN015,
author = {Harish G. Ramaswamy and
Harikrishna Narasimhan and
Shivani Agarwal},
title = {Consistent Classification Algorithms for Multi-class Non-Decomposable
Performance Metrics},
journal = {CoRR},
volume = {abs/1501.00287},
year = {2015},
url = {http://arxiv.org/abs/1501.00287},
eprinttype = {arXiv},
eprint = {1501.00287},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamaswamyN015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NarasimhanK015,
author = {Harikrishna Narasimhan and
Purushottam Kar and
Prateek Jain},
title = {Optimizing Non-decomposable Performance Measures: {A} Tale of Two
Classes},
journal = {CoRR},
volume = {abs/1505.06812},
year = {2015},
url = {http://arxiv.org/abs/1505.06812},
eprinttype = {arXiv},
eprint = {1505.06812},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NarasimhanK015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarNJ15,
author = {Purushottam Kar and
Harikrishna Narasimhan and
Prateek Jain},
title = {Surrogate Functions for Maximizing Precision at the Top},
journal = {CoRR},
volume = {abs/1505.06813},
year = {2015},
url = {http://arxiv.org/abs/1505.06813},
eprinttype = {arXiv},
eprint = {1505.06813},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KarNJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001NKA14,
author = {Arpit Agarwal and
Harikrishna Narasimhan and
Shivaram Kalyanakrishnan and
Shivani Agarwal},
title = {GEV-Canonical Regression for Accurate Binary Class Probability Estimation
when One Class is Rare},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1989--1997},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/agarwalc14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001NKA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SahaDNS014,
author = {Aadirupa Saha and
Chandrahas Dewangan and
Harikrishna Narasimhan and
Sriram Sampath and
Shivani Agarwal},
title = {Learning Score Systems for Patient Mortality Prediction in Intensive
Care Units via Orthogonal Matching Pursuit},
booktitle = {13th International Conference on Machine Learning and Applications,
{ICMLA} 2014, Detroit, MI, USA, December 3-6, 2014},
pages = {93--98},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICMLA.2014.20},
doi = {10.1109/ICMLA.2014.20},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SahaDNS014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarN014,
author = {Purushottam Kar and
Harikrishna Narasimhan and
Prateek Jain},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Online and Stochastic Gradient Methods for Non-decomposable Loss Functions},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {694--702},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/7d04bbbe5494ae9d2f5a76aa1c00fa2f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KarN014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanV014,
author = {Harikrishna Narasimhan and
Rohit Vaish and
Shivani Agarwal},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {On the Statistical Consistency of Plug-in Classifiers for Non-decomposable
Performance Measures},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1493--1501},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/32b30a250abd6331e03a2a1f16466346-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanV014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarN014,
author = {Purushottam Kar and
Harikrishna Narasimhan and
Prateek Jain},
title = {Online and Stochastic Gradient Methods for Non-decomposable Loss Functions},
journal = {CoRR},
volume = {abs/1410.6776},
year = {2014},
url = {http://arxiv.org/abs/1410.6776},
eprinttype = {arXiv},
eprint = {1410.6776},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KarN014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarasimhanA13,
author = {Harikrishna Narasimhan and
Shivani Agarwal},
title = {A Structural {SVM} Based Approach for Optimizing Partial {AUC}},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {516--524},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/narasimhan13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarasimhanA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonNAC13,
author = {Aditya Krishna Menon and
Harikrishna Narasimhan and
Shivani Agarwal and
Sanjay Chawla},
title = {On the Statistical Consistency of Algorithms for Binary Classification
under Class Imbalance},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {603--611},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/menon13a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonNAC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NarasimhanA13,
author = {Harikrishna Narasimhan and
Shivani Agarwal},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {SVM\({}_{\mbox{pAUC}}\)\({}^{\mbox{tight}}\): a new support vector
method for optimizing partial {AUC} based on a tight convex upper
bound},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {167--175},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487674},
doi = {10.1145/2487575.2487674},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/NarasimhanA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanA13,
author = {Harikrishna Narasimhan and
Shivani Agarwal},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {On the Relationship Between Binary Classification, Bipartite Ranking,
and Binary Class Probability Estimation},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2913--2921},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/05311655a15b75fab86956663e1819cd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NarasimhanSS10,
author = {Harikrishna Narasimhan and
Sanjeev Satheesh and
Dinesh Sriram},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Automatic summarization of cricket video events using genetic algorithm},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {2051--2054},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830858},
doi = {10.1145/1830761.1830858},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/NarasimhanSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispec/NarasimhanVR10,
author = {Harikrishna Narasimhan and
Venkatanathan Varadarajan and
C. Pandu Rangan},
editor = {Jin Kwak and
Robert H. Deng and
Yoojae Won and
Guilin Wang},
title = {Game Theoretic Resistance to Denial of Service Attacks Using Hidden
Difficulty Puzzles},
booktitle = {Information Security, Practice and Experience, 6th International Conference,
{ISPEC} 2010, Seoul, Korea, May 12-13, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6047},
pages = {359--376},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12827-1\_26},
doi = {10.1007/978-3-642-12827-1\_26},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/ispec/NarasimhanVR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/weis/NarasimhanVC10,
author = {Harikrishna Narasimhan and
Venkatanathan Varadarajan and
C. Pandu Rangan},
title = {Towards a Cooperative Defense Model Against Network Security Attacks},
booktitle = {9th Annual Workshop on the Economics of Information Security, {WEIS}
2010, Harvard University, Cambridge, MA, USA, June 7-8, 2010},
year = {2010},
url = {http://weis2010.econinfosec.org/papers/session4/weis2010\_narasimhan.pdf},
timestamp = {Thu, 22 Jul 2021 16:15:46 +0200},
biburl = {https://dblp.org/rec/conf/weis/NarasimhanVC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fdg/SatheeshNS09,
author = {Sanjeev Satheesh and
Harikrishna Narasimhan and
Pramala Senthil},
editor = {Jim Whitehead and
R. Michael Young},
title = {Evolving player-specific content for level based arcade games},
booktitle = {Proceedings of the 4th International Conference on Foundations of
Digital Games, {FDG} 2009, Orlando, Florida, USA, April 26-30, 2009},
pages = {329--330},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1536513.1536570},
doi = {10.1145/1536513.1536570},
timestamp = {Tue, 06 Nov 2018 16:58:05 +0100},
biburl = {https://dblp.org/rec/conf/fdg/SatheeshNS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/Narasimhan09,
author = {Harikrishna Narasimhan},
title = {Parallel Artificial Bee Colony {(PABC)} Algorithm},
booktitle = {World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2009, 9-11 December 2009, Coimbatore, India},
pages = {306--311},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/NABIC.2009.5393726},
doi = {10.1109/NABIC.2009.5393726},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/nabic/Narasimhan09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/NarasimhanS09,
author = {Harikrishna Narasimhan and
Sanjeev Satheesh},
title = {A Randomized Iterative Improvement Algorithm for Photomosaic Generation},
booktitle = {World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2009, 9-11 December 2009, Coimbatore, India},
pages = {777--781},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/NABIC.2009.5393882},
doi = {10.1109/NABIC.2009.5393882},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nabic/NarasimhanS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/NarasimhanVR09,
author = {Harikrishna Narasimhan and
Venkatanathan Varadarajan and
C. Pandu Rangan},
title = {Game Theoretic Resistance to Denial of Service Attacks Using Hidden
Difficulty Puzzles},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {350},
year = {2009},
url = {http://eprint.iacr.org/2009/350},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/NarasimhanVR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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