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ORCIDBibTeX records: Michael Kearns
@article{DBLP:journals/corr/abs-2402-10795,
author = {Ira Globus{-}Harris and
Declan Harrison and
Michael Kearns and
Pietro Perona and
Aaron Roth},
title = {Diversified Ensembling: An Experiment in Crowdsourced Machine Learning},
journal = {CoRR},
volume = {abs/2402.10795},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10795},
doi = {10.48550/ARXIV.2402.10795},
eprinttype = {arXiv},
eprint = {2402.10795},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/Globus-Harris0023,
author = {Ira Globus{-}Harris and
Varun Gupta and
Christopher Jung and
Michael Kearns and
Jamie Morgenstern and
Aaron Roth},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Multicalibrated Regression for Downstream Fairness},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {259--286},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604683},
doi = {10.1145/3600211.3604683},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/Globus-Harris0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CollinaAK23,
author = {Natalie Collina and
Eshwar Ram Arunachaleswaran and
Michael Kearns},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Efficient Stackelberg Strategies for Finitely Repeated Games},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {643--651},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598695},
doi = {10.5555/3545946.3598695},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/CollinaAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Globus-HarrisHK23,
author = {Ira Globus{-}Harris and
Declan Harrison and
Michael Kearns and
Aaron Roth and
Jessica Sorrell},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Multicalibration as Boosting for Regression},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {11459--11492},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/globus-harris23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/Globus-HarrisHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BertranT0KM023,
author = {Martin Bertran and
Shuai Tang and
Aaron Roth and
Michael Kearns and
Jamie Morgenstern and
Steven Wu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Scalable Membership Inference Attacks via Quantile Regression},
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/01328d0767830e73a612f9073e9ff15f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BertranT0KM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EatonHKS23,
author = {Eric Eaton and
Marcel Hussing and
Michael Kearns and
Jessica Sorrell},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Replicable Reinforcement Learning},
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/313829757739365201b5adb3a1cbd9bd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/EatonHKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13767,
author = {Ira Globus{-}Harris and
Declan Harrison and
Michael Kearns and
Aaron Roth and
Jessica Sorrell},
title = {Multicalibration as Boosting for Regression},
journal = {CoRR},
volume = {abs/2301.13767},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13767},
doi = {10.48550/ARXIV.2301.13767},
eprinttype = {arXiv},
eprint = {2301.13767},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03451,
author = {Shuai Tang and
Serg{\"{u}}l Ayd{\"{o}}re and
Michael Kearns and
Saeyoung Rho and
Aaron Roth and
Yichen Wang and
Yu{-}Xiang Wang and
Zhiwei Steven Wu},
title = {Improved Differentially Private Regression via Gradient Boosting},
journal = {CoRR},
volume = {abs/2303.03451},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03451},
doi = {10.48550/ARXIV.2303.03451},
eprinttype = {arXiv},
eprint = {2303.03451},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03545,
author = {Alessandro Achille and
Michael Kearns and
Carson Klingenberg and
Stefano Soatto},
title = {{AI} Model Disgorgement: Methods and Choices},
journal = {CoRR},
volume = {abs/2304.03545},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03545},
doi = {10.48550/ARXIV.2304.03545},
eprinttype = {arXiv},
eprint = {2304.03545},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15284,
author = {Eric Eaton and
Marcel Hussing and
Michael Kearns and
Jessica Sorrell},
title = {Replicable Reinforcement Learning},
journal = {CoRR},
volume = {abs/2305.15284},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15284},
doi = {10.48550/ARXIV.2305.15284},
eprinttype = {arXiv},
eprint = {2305.15284},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15083,
author = {Siqi Deng and
Emily Diana and
Michael Kearns and
Aaron Roth},
title = {Balanced Filtering via Non-Disclosive Proxies},
journal = {CoRR},
volume = {abs/2306.15083},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15083},
doi = {10.48550/ARXIV.2306.15083},
eprinttype = {arXiv},
eprint = {2306.15083},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03694,
author = {Martin Bertran and
Shuai Tang and
Michael Kearns and
Jamie Morgenstern and
Aaron Roth and
Zhiwei Steven Wu},
title = {Scalable Membership Inference Attacks via Quantile Regression},
journal = {CoRR},
volume = {abs/2307.03694},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03694},
doi = {10.48550/ARXIV.2307.03694},
eprinttype = {arXiv},
eprint = {2307.03694},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05140,
author = {Shuai Tang and
Zhiwei Steven Wu and
Serg{\"{u}}l Ayd{\"{o}}re and
Michael Kearns and
Aaron Roth},
title = {Membership Inference Attacks on Diffusion Models via Quantile Regression},
journal = {CoRR},
volume = {abs/2312.05140},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05140},
doi = {10.48550/ARXIV.2312.05140},
eprinttype = {arXiv},
eprint = {2312.05140},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GolatkarAW0KS22,
author = {Aditya Golatkar and
Alessandro Achille and
Yu{-}Xiang Wang and
Aaron Roth and
Michael Kearns and
Stefano Soatto},
title = {Mixed Differential Privacy in Computer Vision},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {8366--8376},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00819},
doi = {10.1109/CVPR52688.2022.00819},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GolatkarAW0KS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Globus-HarrisKR22,
author = {Ira Globus{-}Harris and
Michael Kearns and
Aaron Roth},
title = {An Algorithmic Framework for Bias Bounties},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1106--1124},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533172},
doi = {10.1145/3531146.3533172},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/Globus-HarrisKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DianaGKKRS22,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
title = {Multiaccurate Proxies for Downstream Fairness},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1207--1239},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533180},
doi = {10.1145/3531146.3533180},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/DianaGKKRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VietriAABK0STW22,
author = {Giuseppe Vietri and
C{\'{e}}dric Archambeau and
Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Aaron Roth and
Amaresh Ankit Siva and
Shuai Tang and
Zhiwei Steven Wu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Private Synthetic Data for Multitask Learning and Marginal Queries},
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/7428310c0f97f1c6bb2ef1be99c1ec2a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VietriAABK0STW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10408,
author = {Ira Globus{-}Harris and
Michael Kearns and
Aaron Roth},
title = {Beyond the Frontier: Fairness Without Accuracy Loss},
journal = {CoRR},
volume = {abs/2201.10408},
year = {2022},
url = {https://arxiv.org/abs/2201.10408},
eprinttype = {arXiv},
eprint = {2201.10408},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11481,
author = {Aditya Golatkar and
Alessandro Achille and
Yu{-}Xiang Wang and
Aaron Roth and
Michael Kearns and
Stefano Soatto},
title = {Mixed Differential Privacy in Computer Vision},
journal = {CoRR},
volume = {abs/2203.11481},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11481},
doi = {10.48550/ARXIV.2203.11481},
eprinttype = {arXiv},
eprint = {2203.11481},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04192,
author = {Eshwar Ram Arunachaleswaran and
Natalie Collina and
Michael Kearns},
title = {Efficient Stackelberg Strategies for Finitely Repeated Games},
journal = {CoRR},
volume = {abs/2207.04192},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04192},
doi = {10.48550/ARXIV.2207.04192},
eprinttype = {arXiv},
eprint = {2207.04192},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07312,
author = {Ira Globus{-}Harris and
Varun Gupta and
Christopher Jung and
Michael Kearns and
Jamie Morgenstern and
Aaron Roth},
title = {Multicalibrated Regression for Downstream Fairness},
journal = {CoRR},
volume = {abs/2209.07312},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07312},
doi = {10.48550/ARXIV.2209.07312},
eprinttype = {arXiv},
eprint = {2209.07312},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07400,
author = {Giuseppe Vietri and
C{\'{e}}dric Archambeau and
Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Aaron Roth and
Amaresh Ankit Siva and
Shuai Tang and
Zhiwei Steven Wu},
title = {Private Synthetic Data for Multitask Learning and Marginal Queries},
journal = {CoRR},
volume = {abs/2209.07400},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07400},
doi = {10.48550/ARXIV.2209.07400},
eprinttype = {arXiv},
eprint = {2209.07400},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03128,
author = {Travis Dick and
Cynthia Dwork and
Michael Kearns and
Terrance Liu and
Aaron Roth and
Giuseppe Vietri and
Zhiwei Steven Wu},
title = {Confidence-Ranked Reconstruction of Census Microdata from Published
Statistics},
journal = {CoRR},
volume = {abs/2211.03128},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03128},
doi = {10.48550/ARXIV.2211.03128},
eprinttype = {arXiv},
eprint = {2211.03128},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/DianaGKK021,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Minimax Group Fairness: Algorithms and Experiments},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {66--76},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462523},
doi = {10.1145/3461702.3462523},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/DianaGKK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/forc/0001KN0SW21,
author = {Christopher Jung and
Michael Kearns and
Seth Neel and
Aaron Roth and
Logan Stapleton and
Zhiwei Steven Wu},
editor = {Katrina Ligett and
Swati Gupta},
title = {An Algorithmic Framework for Fairness Elicitation},
booktitle = {2nd Symposium on Foundations of Responsible Computing, {FORC} 2021,
June 9-11, 2021, Virtual Conference},
series = {LIPIcs},
volume = {192},
pages = {2:1--2:19},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2021},
url = {https://doi.org/10.4230/LIPIcs.FORC.2021.2},
doi = {10.4230/LIPICS.FORC.2021.2},
timestamp = {Thu, 14 Dec 2023 11:20:43 +0100},
biburl = {https://dblp.org/rec/conf/forc/0001KN0SW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/forc/DianaGGK0S21,
author = {Emily Diana and
Wesley Gill and
Ira Globus{-}Harris and
Michael Kearns and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
editor = {Katrina Ligett and
Swati Gupta},
title = {Lexicographically Fair Learning: Algorithms and Generalization},
booktitle = {2nd Symposium on Foundations of Responsible Computing, {FORC} 2021,
June 9-11, 2021, Virtual Conference},
series = {LIPIcs},
volume = {192},
pages = {6:1--6:23},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2021},
url = {https://doi.org/10.4230/LIPIcs.FORC.2021.6},
doi = {10.4230/LIPICS.FORC.2021.6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/forc/DianaGGK0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AydoreBKKM0S21,
author = {Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Krishnaram Kenthapadi and
Luca Melis and
Aaron Roth and
Amaresh Ankit Siva},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Query Release Through Adaptive Projection},
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 = {457--467},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aydore21a.html},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AydoreBKKM0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/DianaDEK0SSZ21,
author = {Emily Diana and
Travis Dick and
Hadi Elzayn and
Michael Kearns and
Aaron Roth and
Zachary Schutzman and
Saeed Sharifi{-}Malvajerdi and
Juba Ziani},
editor = {P{\'{e}}ter Bir{\'{o}} and
Shuchi Chawla and
Federico Echenique},
title = {Algorithms and Learning for Fair Portfolio Design},
booktitle = {{EC} '21: The 22nd {ACM} Conference on Economics and Computation,
Budapest, Hungary, July 18-23, 2021},
pages = {371--389},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3465456.3467646},
doi = {10.1145/3465456.3467646},
timestamp = {Fri, 09 Feb 2024 20:36:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/DianaDEK0SSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08454,
author = {Emily Diana and
Wesley Gill and
Ira Globus{-}Harris and
Michael Kearns and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
title = {Lexicographically Fair Learning: Algorithms and Generalization},
journal = {CoRR},
volume = {abs/2102.08454},
year = {2021},
url = {https://arxiv.org/abs/2102.08454},
eprinttype = {arXiv},
eprint = {2102.08454},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06641,
author = {Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Krishnaram Kenthapadi and
Luca Melis and
Aaron Roth and
Amaresh Ankit Siva},
title = {Differentially Private Query Release Through Adaptive Projection},
journal = {CoRR},
volume = {abs/2103.06641},
year = {2021},
url = {https://arxiv.org/abs/2103.06641},
eprinttype = {arXiv},
eprint = {2103.06641},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04423,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
title = {Multiaccurate Proxies for Downstream Fairness},
journal = {CoRR},
volume = {abs/2107.04423},
year = {2021},
url = {https://arxiv.org/abs/2107.04423},
eprinttype = {arXiv},
eprint = {2107.04423},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigecom/KearnsR20,
author = {Michael Kearns and
Aaron Roth},
title = {Ethical algorithm design},
journal = {SIGecom Exch.},
volume = {18},
number = {1},
pages = {31--36},
year = {2020},
url = {https://doi.org/10.1145/3440959.3440966},
doi = {10.1145/3440959.3440966},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigecom/KearnsR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/DianaKN020,
author = {Emily Diana and
Michael Kearns and
Seth Neel and
Aaron Roth},
editor = {Tucker Balch},
title = {Optimal, truthful, and private securities lending},
booktitle = {{ICAIF} '20: The First {ACM} International Conference on {AI} in Finance,
New York, NY, USA, October 15-16, 2020},
pages = {48:1--48:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383455.3422541},
doi = {10.1145/3383455.3422541},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaif/DianaKN020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/DianaEK0SZ20,
author = {Emily Diana and
Hadi Elzayn and
Michael Kearns and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi and
Juba Ziani},
editor = {P{\'{e}}ter Bir{\'{o}} and
Jason D. Hartline and
Michael Ostrovsky and
Ariel D. Procaccia},
title = {Differentially Private Call Auctions and Market Impact},
booktitle = {{EC} '20: The 21st {ACM} Conference on Economics and Computation,
Virtual Event, Hungary, July 13-17, 2020},
pages = {541--583},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3391403.3399500},
doi = {10.1145/3391403.3399500},
timestamp = {Fri, 09 Feb 2024 20:36:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/DianaEK0SZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05699,
author = {Emily Diana and
Hadi Elzayn and
Michael J. Kearns and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi and
Juba Ziani},
title = {Differentially Private Call Auctions and Market Impact},
journal = {CoRR},
volume = {abs/2002.05699},
year = {2020},
url = {https://arxiv.org/abs/2002.05699},
eprinttype = {arXiv},
eprint = {2002.05699},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07281,
author = {Emily Diana and
Travis Dick and
Hadi Elzayn and
Michael J. Kearns and
Aaron Roth and
Zachary Schutzman and
Saeed Sharifi{-}Malvajerdi and
Juba Ziani},
title = {Algorithms and Learning for Fair Portfolio Design},
journal = {CoRR},
volume = {abs/2006.07281},
year = {2020},
url = {https://arxiv.org/abs/2006.07281},
eprinttype = {arXiv},
eprint = {2006.07281},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03661,
author = {Yiling Chen and
Arpita Ghosh and
Michael Kearns and
Tim Roughgarden and
Jennifer Wortman Vaughan},
title = {Mathematical Foundations for Social Computing},
journal = {CoRR},
volume = {abs/2007.03661},
year = {2020},
url = {https://arxiv.org/abs/2007.03661},
eprinttype = {arXiv},
eprint = {2007.03661},
timestamp = {Thu, 08 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03108,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth},
title = {Convergent Algorithms for (Relaxed) Minimax Fairness},
journal = {CoRR},
volume = {abs/2011.03108},
year = {2020},
url = {https://arxiv.org/abs/2011.03108},
eprinttype = {arXiv},
eprint = {2011.03108},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geb/GoyalHK19,
author = {Sanjeev Goyal and
Hoda Heidari and
Michael J. Kearns},
title = {Competitive contagion in networks},
journal = {Games Econ. Behav.},
volume = {113},
pages = {58--79},
year = {2019},
url = {https://doi.org/10.1016/j.geb.2014.09.002},
doi = {10.1016/J.GEB.2014.09.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/geb/GoyalHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/KearnsNRW19,
author = {Michael J. Kearns and
Seth Neel and
Aaron Roth and
Zhiwei Steven Wu},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {An Empirical Study of Rich Subgroup Fairness for Machine Learning},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {100--109},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287592},
doi = {10.1145/3287560.3287592},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/KearnsNRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/ElzaynJJKNRS19,
author = {Hadi Elzayn and
Shahin Jabbari and
Christopher Jung and
Michael J. Kearns and
Seth Neel and
Aaron Roth and
Zachary Schutzman},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {Fair Algorithms for Learning in Allocation Problems},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {170--179},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287571},
doi = {10.1145/3287560.3287571},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/ElzaynJJKNRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JagielskiKMORSU19,
author = {Matthew Jagielski and
Michael J. Kearns and
Jieming Mao and
Alina Oprea and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi and
Jonathan R. Ullman},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Differentially Private Fair 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 = {3000--3008},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/jagielski19a.html},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JagielskiKMORSU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenJKKM19,
author = {Yu Chen and
Shahin Jabbari and
Michael J. Kearns and
Sanjeev Khanna and
Jamie Morgenstern},
editor = {Sarit Kraus},
title = {Network Formation under Random Attack and Probabilistic Spread},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {180--186},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/26},
doi = {10.24963/IJCAI.2019/26},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenJKKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DongEJKS19,
author = {Jinshuo Dong and
Hadi Elzayn and
Shahin Jabbari and
Michael J. Kearns and
Zachary Schutzman},
editor = {Sarit Kraus},
title = {Equilibrium Characterization for Data Acquisition Games},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {252--258},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/36},
doi = {10.24963/IJCAI.2019/36},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DongEJKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Sharifi-Malvajerdi19,
author = {Saeed Sharifi{-}Malvajerdi and
Michael J. Kearns and
Aaron Roth},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Average Individual Fairness: Algorithms, Generalization and Experiments},
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 = {8240--8249},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0e1feae55e360ff05fef58199b3fa521-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Sharifi-Malvajerdi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08909,
author = {Jinshuo Dong and
Hadi Elzayn and
Shahin Jabbari and
Michael J. Kearns and
Zachary Schutzman},
title = {Equilibrium Characterization for Data Acquisition Games},
journal = {CoRR},
volume = {abs/1905.08909},
year = {2019},
url = {http://arxiv.org/abs/1905.08909},
eprinttype = {arXiv},
eprint = {1905.08909},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10607,
author = {Michael J. Kearns and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
title = {Average Individual Fairness: Algorithms, Generalization and Experiments},
journal = {CoRR},
volume = {abs/1905.10607},
year = {2019},
url = {http://arxiv.org/abs/1905.10607},
eprinttype = {arXiv},
eprint = {1905.10607},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10660,
author = {Christopher Jung and
Michael J. Kearns and
Seth Neel and
Aaron Roth and
Logan Stapleton and
Zhiwei Steven Wu},
title = {Eliciting and Enforcing Subjective Individual Fairness},
journal = {CoRR},
volume = {abs/1905.10660},
year = {2019},
url = {http://arxiv.org/abs/1905.10660},
eprinttype = {arXiv},
eprint = {1905.10660},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00241,
author = {Yu Chen and
Shahin Jabbari and
Michael J. Kearns and
Sanjeev Khanna and
Jamie Morgenstern},
title = {Network Formation under Random Attack and Probabilistic Spread},
journal = {CoRR},
volume = {abs/1906.00241},
year = {2019},
url = {http://arxiv.org/abs/1906.00241},
eprinttype = {arXiv},
eprint = {1906.00241},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06202,
author = {Emily Diana and
Michael J. Kearns and
Seth Neel and
Aaron Roth},
title = {Optimal, Truthful, and Private Securities Lending},
journal = {CoRR},
volume = {abs/1912.06202},
year = {2019},
url = {http://arxiv.org/abs/1912.06202},
eprinttype = {arXiv},
eprint = {1912.06202},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/JosephKMNR18,
author = {Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Seth Neel and
Aaron Roth},
editor = {Jason Furman and
Gary E. Marchant and
Huw Price and
Francesca Rossi},
title = {Meritocratic Fairness for Infinite and Contextual Bandits},
booktitle = {Proceedings of the 2018 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2018, New Orleans, LA, USA, February 02-03, 2018},
pages = {158--163},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3278721.3278764},
doi = {10.1145/3278721.3278764},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/JosephKMNR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KearnsNRW18,
author = {Michael J. Kearns and
Seth Neel and
Aaron Roth and
Zhiwei Steven Wu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup
Fairness},
booktitle = {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},
pages = {2569--2577},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/kearns18a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KearnsNRW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GillenJKR18,
author = {Stephen Gillen and
Christopher Jung and
Michael J. Kearns and
Aaron Roth},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Online Learning with an Unknown Fairness Metric},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2605--2614},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/50905d7b2216bfeccb5b41016357176b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GillenJKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06936,
author = {Stephen Gillen and
Christopher Jung and
Michael J. Kearns and
Aaron Roth},
title = {Online Learning with an Unknown Fairness Metric},
journal = {CoRR},
volume = {abs/1802.06936},
year = {2018},
url = {http://arxiv.org/abs/1802.06936},
eprinttype = {arXiv},
eprint = {1802.06936},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08166,
author = {Michael J. Kearns and
Seth Neel and
Aaron Roth and
Zhiwei Steven Wu},
title = {An Empirical Study of Rich Subgroup Fairness for Machine Learning},
journal = {CoRR},
volume = {abs/1808.08166},
year = {2018},
url = {http://arxiv.org/abs/1808.08166},
eprinttype = {arXiv},
eprint = {1808.08166},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10549,
author = {Hadi Elzayn and
Shahin Jabbari and
Christopher Jung and
Michael J. Kearns and
Seth Neel and
Aaron Roth and
Zachary Schutzman},
title = {Fair Algorithms for Learning in Allocation Problems},
journal = {CoRR},
volume = {abs/1808.10549},
year = {2018},
url = {http://arxiv.org/abs/1808.10549},
eprinttype = {arXiv},
eprint = {1808.10549},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02696,
author = {Matthew Jagielski and
Michael J. Kearns and
Jieming Mao and
Alina Oprea and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi and
Jonathan R. Ullman},
title = {Differentially Private Fair Learning},
journal = {CoRR},
volume = {abs/1812.02696},
year = {2018},
url = {http://arxiv.org/abs/1812.02696},
eprinttype = {arXiv},
eprint = {1812.02696},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsW17,
author = {Michael J. Kearns and
Zhiwei Steven Wu},
editor = {Satyen Kale and
Ohad Shamir},
title = {Predicting with Distributions},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {1214--1241},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/kearns17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/KearnsW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JabbariJKMR17,
author = {Shahin Jabbari and
Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Aaron Roth},
editor = {Doina Precup and
Yee Whye Teh},
title = {Fairness in Reinforcement Learning},
booktitle = {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},
pages = {1617--1626},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jabbari17a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JabbariJKMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KearnsRW17,
author = {Michael J. Kearns and
Aaron Roth and
Zhiwei Steven Wu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Meritocratic Fairness for Cross-Population Selection},
booktitle = {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},
pages = {1828--1836},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kearns17a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KearnsRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/Kearns17,
author = {Michael J. Kearns},
editor = {Constantinos Daskalakis and
Moshe Babaioff and
Herv{\'{e}} Moulin},
title = {Fair Algorithms for Machine Learning},
booktitle = {Proceedings of the 2017 {ACM} Conference on Economics and Computation,
{EC} '17, Cambridge, MA, USA, June 26-30, 2017},
pages = {1},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3033274.3084096},
doi = {10.1145/3033274.3084096},
timestamp = {Mon, 30 Jan 2023 21:01:44 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/Kearns17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/KannanKMPRVW17,
author = {Sampath Kannan and
Michael J. Kearns and
Jamie Morgenstern and
Mallesh M. Pai and
Aaron Roth and
Rakesh V. Vohra and
Zhiwei Steven Wu},
editor = {Constantinos Daskalakis and
Moshe Babaioff and
Herv{\'{e}} Moulin},
title = {Fairness Incentives for Myopic Agents},
booktitle = {Proceedings of the 2017 {ACM} Conference on Economics and Computation,
{EC} '17, Cambridge, MA, USA, June 26-30, 2017},
pages = {369--386},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3033274.3085154},
doi = {10.1145/3033274.3085154},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigecom/KannanKMPRVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanKMPRVW17,
author = {Sampath Kannan and
Michael J. Kearns and
Jamie Morgenstern and
Mallesh M. Pai and
Aaron Roth and
Rakesh V. Vohra and
Zhiwei Steven Wu},
title = {Fairness Incentives for Myopic Agents},
journal = {CoRR},
volume = {abs/1705.02321},
year = {2017},
url = {http://arxiv.org/abs/1705.02321},
eprinttype = {arXiv},
eprint = {1705.02321},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KannanKMPRVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerkHJJKMNR17,
author = {Richard Berk and
Hoda Heidari and
Shahin Jabbari and
Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Seth Neel and
Aaron Roth},
title = {A Convex Framework for Fair Regression},
journal = {CoRR},
volume = {abs/1706.02409},
year = {2017},
url = {http://arxiv.org/abs/1706.02409},
eprinttype = {arXiv},
eprint = {1706.02409},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerkHJJKMNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05144,
author = {Michael J. Kearns and
Seth Neel and
Aaron Roth and
Zhiwei Steven Wu},
title = {Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup
Fairness},
journal = {CoRR},
volume = {abs/1711.05144},
year = {2017},
url = {http://arxiv.org/abs/1711.05144},
eprinttype = {arXiv},
eprint = {1711.05144},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ChenGKRV16,
author = {Yiling Chen and
Arpita Ghosh and
Michael J. Kearns and
Tim Roughgarden and
Jennifer Wortman Vaughan},
title = {Mathematical foundations for social computing},
journal = {Commun. {ACM}},
volume = {59},
number = {12},
pages = {102--108},
year = {2016},
url = {https://doi.org/10.1145/2960403},
doi = {10.1145/2960403},
timestamp = {Thu, 08 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/ChenGKRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/KearnsRWY16,
author = {Michael J. Kearns and
Aaron Roth and
Zhiwei Steven Wu and
Grigory Yaroslavtsev},
title = {Private algorithms for the protected in social network search},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {113},
number = {4},
pages = {913--918},
year = {2016},
url = {https://doi.org/10.1073/pnas.1510612113},
doi = {10.1073/PNAS.1510612113},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/KearnsRWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeidariKR16,
author = {Hoda Heidari and
Michael J. Kearns and
Aaron Roth},
editor = {Subbarao Kambhampati},
title = {Tight Policy Regret Bounds for Improving and Decaying Bandits},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1562--1570},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/224},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HeidariKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JosephKMR16,
author = {Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Aaron Roth},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Fairness in Learning: Classic and Contextual Bandits},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {325--333},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/eb163727917cbba1eea208541a643e74-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JosephKMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/GoyalJKKM16,
author = {Sanjeev Goyal and
Shahin Jabbari and
Michael J. Kearns and
Sanjeev Khanna and
Jamie Morgenstern},
editor = {Yang Cai and
Adrian Vetta},
title = {Strategic Network Formation with Attack and Immunization},
booktitle = {Web and Internet Economics - 12th International Conference, {WINE}
2016, Montreal, Canada, December 11-14, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10123},
pages = {429--443},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-54110-4\_30},
doi = {10.1007/978-3-662-54110-4\_30},
timestamp = {Sat, 09 Apr 2022 12:47:11 +0200},
biburl = {https://dblp.org/rec/conf/wine/GoyalJKKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JosephKMR16,
author = {Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Aaron Roth},
title = {Fairness in Learning: Classic and Contextual Bandits},
journal = {CoRR},
volume = {abs/1605.07139},
year = {2016},
url = {http://arxiv.org/abs/1605.07139},
eprinttype = {arXiv},
eprint = {1605.07139},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JosephKMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KearnsW16,
author = {Michael J. Kearns and
Zhiwei Steven Wu},
title = {Predicting with Distributions},
journal = {CoRR},
volume = {abs/1606.01275},
year = {2016},
url = {http://arxiv.org/abs/1606.01275},
eprinttype = {arXiv},
eprint = {1606.01275},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KearnsW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JosephKMNR16,
author = {Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Seth Neel and
Aaron Roth},
title = {Rawlsian Fairness for Machine Learning},
journal = {CoRR},
volume = {abs/1610.09559},
year = {2016},
url = {http://arxiv.org/abs/1610.09559},
eprinttype = {arXiv},
eprint = {1610.09559},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JosephKMNR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JabbariJKMR16,
author = {Shahin Jabbari and
Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Aaron Roth},
title = {Fair Learning in Markovian Environments},
journal = {CoRR},
volume = {abs/1611.03071},
year = {2016},
url = {http://arxiv.org/abs/1611.03071},
eprinttype = {arXiv},
eprint = {1611.03071},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JabbariJKMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AminCDKR15,
author = {Kareem Amin and
Rachel Cummings and
Lili Dworkin and
Michael J. Kearns and
Aaron Roth},
editor = {Blai Bonet and
Sven Koenig},
title = {Online Learning and Profit Maximization from Revealed Preferences},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {770--776},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9332},
doi = {10.1609/AAAI.V29I1.9332},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AminCDKR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/DworkinK15,
author = {Lili Dworkin and
Michael J. Kearns},
editor = {Elizabeth Gerber and
Panos Ipeirotis},
title = {From "In" to "Over": Behavioral Experiments on
Whole-Network Computation},
booktitle = {Proceedings of the Third {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2015, November 8-11, 2015, San Diego, California,
{USA}},
pages = {52--61},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/hcomp.v3i1.13223},
doi = {10.1609/HCOMP.V3I1.13223},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/DworkinK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/CummingsKRW15,
author = {Rachel Cummings and
Michael J. Kearns and
Aaron Roth and
Zhiwei Steven Wu},
editor = {Evangelos Markakis and
Guido Sch{\"{a}}fer},
title = {Privacy and Truthful Equilibrium Selection for Aggregative Games},
booktitle = {Web and Internet Economics - 11th International Conference, {WINE}
2015, Amsterdam, The Netherlands, December 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9470},
pages = {286--299},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48995-6\_21},
doi = {10.1007/978-3-662-48995-6\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wine/CummingsKRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KearnsRWY15,
author = {Michael J. Kearns and
Aaron Roth and
Zhiwei Steven Wu and
Grigory Yaroslavtsev},
title = {Privacy for the Protected (Only)},
journal = {CoRR},
volume = {abs/1506.00242},
year = {2015},
url = {http://arxiv.org/abs/1506.00242},
eprinttype = {arXiv},
eprint = {1506.00242},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KearnsRWY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoyalJKKM15,
author = {Sanjeev Goyal and
Shahin Jabbari and
Michael J. Kearns and
Sanjeev Khanna and
Jamie Morgenstern},
title = {Strategic Network Formation with Attack and Immunization},
journal = {CoRR},
volume = {abs/1511.05196},
year = {2015},
url = {http://arxiv.org/abs/1511.05196},
eprinttype = {arXiv},
eprint = {1511.05196},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoyalJKKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KearnsPRRU15,
author = {Michael J. Kearns and
Mallesh M. Pai and
Ryan M. Rogers and
Aaron Roth and
Jonathan R. Ullman},
title = {Robust Mediators in Large Games},
journal = {CoRR},
volume = {abs/1512.02698},
year = {2015},
url = {http://arxiv.org/abs/1512.02698},
eprinttype = {arXiv},
eprint = {1512.02698},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KearnsPRRU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DraiefHK14,
author = {Moez Draief and
Hoda Heidari and
Michael J. Kearns},
editor = {Carla E. Brodley and
Peter Stone},
title = {New Models for Competitive Contagion},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {637--644},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8809},
doi = {10.1609/AAAI.V28I1.8809},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DraiefHK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DworkinKX14,
author = {Lili Dworkin and
Michael J. Kearns and
Lirong Xia},
title = {Efficient Inference for Complex Queries on Complex Distributions},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {211--219},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/dworkin14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DworkinKX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DworkinKN14,
author = {Lili Dworkin and
Michael J. Kearns and
Yuriy Nevmyvaka},
title = {Pursuit-Evasion Without Regret, with an Application to Trading},
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 = {1521--1529},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/dworkin14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/DworkinKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AminHK14,
author = {Kareem Amin and
Hoda Heidari and
Michael J. Kearns},
title = {Learning from Contagion (Without Timestamps)},
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 = {1845--1853},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/amin14.html},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AminHK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/KearnsPRU14,
author = {Michael J. Kearns and
Mallesh M. Pai and
Aaron Roth and
Jonathan R. Ullman},
editor = {Moni Naor},
title = {Mechanism design in large games: incentives and privacy},
booktitle = {Innovations in Theoretical Computer Science, ITCS'14, Princeton, NJ,
USA, January 12-14, 2014},
pages = {403--410},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2554797.2554834},
doi = {10.1145/2554797.2554834},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/KearnsPRU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KearnsD14,
author = {Michael J. Kearns and
Lili Dworkin},
title = {A Computational Study of Feasible Repackings in the {FCC} Incentive
Auctions},
journal = {CoRR},
volume = {abs/1406.4837},
year = {2014},
url = {http://arxiv.org/abs/1406.4837},
eprinttype = {arXiv},
eprint = {1406.4837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KearnsD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AminCDKR14,
author = {Kareem Amin and
Rachel Cummings and
Lili Dworkin and
Michael J. Kearns and
Aaron Roth},
title = {Online Learning and Profit Maximization from Revealed Preferences},
journal = {CoRR},
volume = {abs/1407.7294},
year = {2014},
url = {http://arxiv.org/abs/1407.7294},
eprinttype = {arXiv},
eprint = {1407.7294},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AminCDKR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CummingsKRW14,
author = {Rachel Cummings and
Michael J. Kearns and
Aaron Roth and
Zhiwei Steven Wu},
title = {Privacy and Truthful Equilibrium Selection for Aggregative Games},
journal = {CoRR},
volume = {abs/1407.7740},
year = {2014},
url = {http://arxiv.org/abs/1407.7740},
eprinttype = {arXiv},
eprint = {1407.7740},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CummingsKRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/HeidariK13,
author = {Hoda Heidari and
Michael J. Kearns},
editor = {Bj{\"{o}}rn Hartman and
Eric Horvitz},
title = {Depth-Workload Tradeoffs for Workforce Organization},
booktitle = {Proceedings of the First {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2013, November 7-9, 2013, Palm Springs, CA,
{USA}},
pages = {60--68},
publisher = {{AAAI}},
year = {2013},
url = {https://doi.org/10.1609/hcomp.v1i1.13086},
doi = {10.1609/HCOMP.V1I1.13086},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/HeidariK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbernethyAKD13,
author = {Jacob D. Abernethy and
Kareem Amin and
Michael J. Kearns and
Moez Draief},
title = {Large-Scale Bandit Problems and {KWIK} Learning},
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 = {588--596},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/abernethy13.html},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AbernethyAKD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoughgardenK13,
author = {Tim Roughgarden and
Michael J. Kearns},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Marginals-to-Models Reducibility},
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 = {1043--1051},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/94c7bb58efc3b337800875b5d382a072-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoughgardenK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigecom/2013,
editor = {Michael J. Kearns and
R. Preston McAfee and
{\'{E}}va Tardos},
title = {Proceedings of the fourteenth {ACM} Conference on Electronic Commerce,
{EC} 2013, Philadelphia, PA, USA, June 16-20, 2013},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492002},
doi = {10.1145/2492002},
isbn = {978-1-4503-1962-1},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0577,
author = {Michael J. Kearns and
Yishay Mansour},
title = {Efficient Nash Computation in Large Population Games with Bounded
Influence},
journal = {CoRR},
volume = {abs/1301.0577},
year = {2013},
url = {http://arxiv.org/abs/1301.0577},
eprinttype = {arXiv},
eprint = {1301.0577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2281,
author = {Michael J. Kearns and
Michael L. Littman and
Satinder Singh},
title = {Graphical Models for Game Theory},
journal = {CoRR},
volume = {abs/1301.2281},
year = {2013},
url = {http://arxiv.org/abs/1301.2281},
eprinttype = {arXiv},
eprint = {1301.2281},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3867,
author = {Michael J. Kearns and
Yishay Mansour and
Satinder Singh},
title = {Fast Planning in Stochastic Games},
journal = {CoRR},
volume = {abs/1301.3867},
year = {2013},
url = {http://arxiv.org/abs/1301.3867},
eprinttype = {arXiv},
eprint = {1301.3867},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3892,
author = {Satinder Singh and
Michael J. Kearns and
Yishay Mansour},
title = {Nash Convergence of Gradient Dynamics in Iterated General-Sum Games},
journal = {CoRR},
volume = {abs/1301.3892},
year = {2013},
url = {http://arxiv.org/abs/1301.3892},
eprinttype = {arXiv},
eprint = {1301.3892},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7391,
author = {Michael J. Kearns and
Yishay Mansour},
title = {Exact Inference of Hidden Structure from Sample Data in Noisy-OR Networks},
journal = {CoRR},
volume = {abs/1301.7391},
year = {2013},
url = {http://arxiv.org/abs/1301.7391},
eprinttype = {arXiv},
eprint = {1301.7391},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7392,
author = {Michael J. Kearns and
Lawrence K. Saul},
title = {Large Deviation Methods for Approximate Probabilistic Inference},
journal = {CoRR},
volume = {abs/1301.7392},
year = {2013},
url = {http://arxiv.org/abs/1301.7392},
eprinttype = {arXiv},
eprint = {1301.7392},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-1552,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng},
title = {An Information-Theoretic Analysis of Hard and Soft Assignment Methods
for Clustering},
journal = {CoRR},
volume = {abs/1302.1552},
year = {2013},
url = {http://arxiv.org/abs/1302.1552},
eprinttype = {arXiv},
eprint = {1302.1552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-1552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Kearns12,
author = {Michael J. Kearns},
title = {Experiments in social computation},
journal = {Commun. {ACM}},
volume = {55},
number = {10},
pages = {56--67},
year = {2012},
url = {https://doi.org/10.1145/2347736.2347753},
doi = {10.1145/2347736.2347753},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Kearns12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/DuongWSK12,
author = {Quang Duong and
Michael P. Wellman and
Satinder Singh and
Michael J. Kearns},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Learning and predicting dynamic networked behavior with graphical
multiagent models},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {441--448},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343639},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aamas/DuongWSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Kearns12,
author = {Michael J. Kearns},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Experiments in social computation: (and the data they generate)},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {5},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339535},
doi = {10.1145/2339530.2339535},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Kearns12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/KearnsJV12,
author = {Michael J. Kearns and
J. Stephen Judd and
Yevgeniy Vorobeychik},
editor = {Boi Faltings and
Kevin Leyton{-}Brown and
Panos Ipeirotis},
title = {Behavioral experiments on a network formation game},
booktitle = {Proceedings of the 13th {ACM} Conference on Electronic Commerce, {EC}
2012, Valencia, Spain, June 4-8, 2012},
pages = {690--704},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2229012.2229066},
doi = {10.1145/2229012.2229066},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/KearnsJV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/GoyalK12,
author = {Sanjeev Goyal and
Michael J. Kearns},
editor = {Howard J. Karloff and
Toniann Pitassi},
title = {Competitive contagion in networks},
booktitle = {Proceedings of the 44th Symposium on Theory of Computing Conference,
{STOC} 2012, New York, NY, USA, May 19 - 22, 2012},
pages = {759--774},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213977.2214046},
doi = {10.1145/2213977.2214046},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/GoyalK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AminKKS12,
author = {Kareem Amin and
Michael J. Kearns and
Peter B. Key and
Anton Schwaighofer},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Budget Optimization for Sponsored Search: Censored Learning in MDPs},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {54--63},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2269\&\#38;proceeding\_id=28},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AminKKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/KohliKBHSG12,
author = {Pushmeet Kohli and
Michael J. Kearns and
Yoram Bachrach and
Ralf Herbrich and
David Stillwell and
Thore Graepel},
editor = {Noshir S. Contractor and
Brian Uzzi and
Michael W. Macy and
Wolfgang Nejdl},
title = {Colonel Blotto on Facebook: the effect of social relations on strategic
interaction},
booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24,
2012},
pages = {141--150},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380718.2380738},
doi = {10.1145/2380718.2380738},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/KohliKBHSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3782,
author = {Kareem Amin and
Michael J. Kearns and
Umar Syed},
title = {Graphical Models for Bandit Problems},
journal = {CoRR},
volume = {abs/1202.3782},
year = {2012},
url = {http://arxiv.org/abs/1202.3782},
eprinttype = {arXiv},
eprint = {1202.3782},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2646,
author = {Kuzman Ganchev and
Michael J. Kearns and
Yuriy Nevmyvaka and
Jennifer Wortman Vaughan},
title = {Censored Exploration and the Dark Pool Problem},
journal = {CoRR},
volume = {abs/1205.2646},
year = {2012},
url = {http://arxiv.org/abs/1205.2646},
eprinttype = {arXiv},
eprint = {1205.2646},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4847,
author = {Kareem Amin and
Michael J. Kearns and
Peter B. Key and
Anton Schwaighofer},
title = {Budget Optimization for Sponsored Search: Censored Learning in MDPs},
journal = {CoRR},
volume = {abs/1210.4847},
year = {2012},
url = {http://arxiv.org/abs/1210.4847},
eprinttype = {arXiv},
eprint = {1210.4847},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sagt/BrautbarK11,
author = {Michael Brautbar and
Michael J. Kearns},
editor = {Giuseppe Persiano},
title = {A Clustering Coefficient Network Formation Game},
booktitle = {Algorithmic Game Theory, 4th International Symposium, {SAGT} 2011,
Amalfi, Italy, October 17-19, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6982},
pages = {224--235},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24829-0\_21},
doi = {10.1007/978-3-642-24829-0\_21},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/sagt/BrautbarK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ChakrabortyK11,
author = {Tanmoy Chakraborty and
Michael J. Kearns},
editor = {Yoav Shoham and
Yan Chen and
Tim Roughgarden},
title = {Market making and mean reversion},
booktitle = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
San Jose, CA, USA, June 5-9, 2011},
pages = {307--314},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1993574.1993622},
doi = {10.1145/1993574.1993622},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/ChakrabortyK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AminKS11,
author = {Kareem Amin and
Michael J. Kearns and
Umar Syed},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Graphical Models for Bandit Problems},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {1--10},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2235\&\#38;proceeding\_id=27},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AminKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/JuddKV11,
author = {J. Stephen Judd and
Michael J. Kearns and
Yevgeniy Vorobeychik},
editor = {Ning Chen and
Edith Elkind and
Elias Koutsoupias},
title = {Behavioral Conflict and Fairness in Social Networks},
booktitle = {Internet and Network Economics - 7th International Workshop, {WINE}
2011, Singapore, December 11-14, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7090},
pages = {242--253},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25510-6\_21},
doi = {10.1007/978-3-642-25510-6\_21},
timestamp = {Fri, 24 Apr 2020 14:22:03 +0200},
biburl = {https://dblp.org/rec/conf/wine/JuddKV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AminKS11,
author = {Kareem Amin and
Michael J. Kearns and
Umar Syed},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Bandits, Query Learning, and the Haystack Dimension},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {87--106},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/amin11a/amin11a.pdf},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AminKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0676,
author = {Michael J. Kearns and
Diane J. Litman and
Satinder Singh and
Marilyn A. Walker},
title = {Optimizing Dialogue Management with Reinforcement Learning: Experiments
with the NJFun System},
journal = {CoRR},
volume = {abs/1106.0676},
year = {2011},
url = {http://arxiv.org/abs/1106.0676},
eprinttype = {arXiv},
eprint = {1106.0676},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0678,
author = {Michael J. Kearns and
Michael L. Littman and
Satinder Singh and
Peter Stone},
title = {ATTac-2000: An Adaptive Autonomous Bidding Agent},
journal = {CoRR},
volume = {abs/1106.0678},
year = {2011},
url = {http://arxiv.org/abs/1106.0678},
eprinttype = {arXiv},
eprint = {1106.0678},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6372,
author = {Sanjeev Goyal and
Michael J. Kearns},
title = {Competitive Contagion in Networks},
journal = {CoRR},
volume = {abs/1110.6372},
year = {2011},
url = {http://arxiv.org/abs/1110.6372},
eprinttype = {arXiv},
eprint = {1110.6372},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-6372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GanchevNKV10,
author = {Kuzman Ganchev and
Yuriy Nevmyvaka and
Michael J. Kearns and
Jennifer Wortman Vaughan},
title = {Censored exploration and the dark pool problem},
journal = {Commun. {ACM}},
volume = {53},
number = {5},
pages = {99--107},
year = {2010},
url = {https://doi.org/10.1145/1735223.1735247},
doi = {10.1145/1735223.1735247},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GanchevNKV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/JuddKV10,
author = {J. Stephen Judd and
Michael J. Kearns and
Yevgeniy Vorobeychik},
title = {Behavioral dynamics and influence in networked coloring and consensus},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {107},
number = {34},
pages = {14978--14982},
year = {2010},
url = {https://doi.org/10.1073/pnas.1001280107},
doi = {10.1073/PNAS.1001280107},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/JuddKV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BrautbarKS10,
author = {Mickey Brautbar and
Michael J. Kearns and
Umar Syed},
editor = {Maria Fox and
David Poole},
title = {Private and Third-Party Randomization in Risk-Sensitive Equilibrium
Concepts},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {723--728},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7634},
doi = {10.1609/AAAI.V24I1.7634},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BrautbarKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/BrautbarK10,
author = {Mickey Brautbar and
Michael J. Kearns},
editor = {Andrew Chi{-}Chih Yao},
title = {Local Algorithms for Finding Interesting Individuals in Large Networks},
booktitle = {Innovations in Computer Science - {ICS} 2010, Tsinghua University,
Beijing, China, January 5-7, 2010. Proceedings},
pages = {188--199},
publisher = {Tsinghua University Press},
year = {2010},
url = {http://conference.iiis.tsinghua.edu.cn/ICS2010/content/papers/16.html},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/BrautbarK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ChakrabortyJKT10,
author = {Tanmoy Chakraborty and
J. Stephen Judd and
Michael J. Kearns and
Jinsong Tan},
editor = {David C. Parkes and
Chrysanthos Dellarocas and
Moshe Tennenholtz},
title = {A behavioral study of bargaining in social networks},
booktitle = {Proceedings 11th {ACM} Conference on Electronic Commerce (EC-2010),
Cambridge, Massachusetts, USA, June 7-11, 2010},
pages = {243--252},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807342.1807382},
doi = {10.1145/1807342.1807382},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/ChakrabortyJKT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-1561,
author = {Mickey Brautbar and
Michael J. Kearns},
title = {A Clustering Coefficient Network Formation Game},
journal = {CoRR},
volume = {abs/1010.1561},
year = {2010},
url = {http://arxiv.org/abs/1010.1561},
eprinttype = {arXiv},
eprint = {1010.1561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-1561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/KearnsJTW09,
author = {Michael J. Kearns and
J. Stephen Judd and
Jinsong Tan and
Jennifer Wortman},
title = {Behavioral experiments on biased voting in networks},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {106},
number = {5},
pages = {1347--1352},
year = {2009},
url = {https://doi.org/10.1073/pnas.0808147106},
doi = {10.1073/PNAS.0808147106},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/KearnsJTW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ChakrabortyKK09,
author = {Tanmoy Chakraborty and
Michael J. Kearns and
Sanjeev Khanna},
editor = {John Chuang and
Lance Fortnow and
Pearl Pu},
title = {Network bargaining: algorithms and structural results},
booktitle = {Proceedings 10th {ACM} Conference on Electronic Commerce (EC-2009),
Stanford, California, USA, July 6--10, 2009},
pages = {159--168},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1566374.1566398},
doi = {10.1145/1566374.1566398},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/ChakrabortyKK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GanchevKNV09,
author = {Kuzman Ganchev and
Michael J. Kearns and
Yuriy Nevmyvaka and
Jennifer Wortman Vaughan},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Censored Exploration and the Dark Pool Problem},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {185--194},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0144\_410d1a2138d27d0317ae4b488d7b35b4.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/GanchevKNV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CrammerKW08,
author = {Koby Crammer and
Michael J. Kearns and
Jennifer Wortman},
title = {Learning from Multiple Sources},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1757--1774},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442790},
doi = {10.5555/1390681.1442790},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CrammerKW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Even-DarKMW08,
author = {Eyal Even{-}Dar and
Michael J. Kearns and
Yishay Mansour and
Jennifer Wortman},
title = {Regret to the best vs. regret to the average},
journal = {Mach. Learn.},
volume = {72},
number = {1-2},
pages = {21--37},
year = {2008},
url = {https://doi.org/10.1007/s10994-008-5060-z},
doi = {10.1007/S10994-008-5060-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Even-DarKMW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsW08,
author = {Michael J. Kearns and
Jennifer Wortman},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {Learning from Collective Behavior},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {99--110},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/68-Kearns.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/JuddK08,
author = {J. Stephen Judd and
Michael J. Kearns},
editor = {Lance Fortnow and
John Riedl and
Tuomas Sandholm},
title = {Behavioral experiments in networked trade},
booktitle = {Proceedings 9th {ACM} Conference on Electronic Commerce (EC-2008),
Chicago, IL, USA, June 8-12, 2008},
pages = {150--159},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1386790.1386817},
doi = {10.1145/1386790.1386817},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/JuddK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/ChakrabortyK08,
author = {Tanmoy Chakraborty and
Michael J. Kearns},
editor = {Christos H. Papadimitriou and
Shuzhong Zhang},
title = {Bargaining Solutions in a Social Network},
booktitle = {Internet and Network Economics, 4th International Workshop, {WINE}
2008, Shanghai, China, December 17-20, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5385},
pages = {548--555},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-92185-1\_61},
doi = {10.1007/978-3-540-92185-1\_61},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/wine/ChakrabortyK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/KearnsT08,
author = {Michael J. Kearns and
Jinsong Tan},
editor = {Christos H. Papadimitriou and
Shuzhong Zhang},
title = {Biased Voting and the Democratic Primary Problem},
booktitle = {Internet and Network Economics, 4th International Workshop, {WINE}
2008, Shanghai, China, December 17-20, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5385},
pages = {639--652},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-92185-1\_70},
doi = {10.1007/978-3-540-92185-1\_70},
timestamp = {Mon, 27 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/KearnsT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Even-DarKMW07,
author = {Eyal Even{-}Dar and
Michael J. Kearns and
Yishay Mansour and
Jennifer Wortman},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Regret to the Best vs. Regret to the Average},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {233--247},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_18},
doi = {10.1007/978-3-540-72927-3\_18},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Even-DarKMW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KearnsTW07,
author = {Michael J. Kearns and
Jinsong Tan and
Jennifer Wortman},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Privacy-Preserving Belief Propagation and Sampling},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {745--752},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/d516b13671a4179d9b7b458a6ebdeb92-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KearnsTW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/Even-DarKS07,
author = {Eyal Even{-}Dar and
Michael J. Kearns and
Siddharth Suri},
editor = {Nikhil Bansal and
Kirk Pruhs and
Clifford Stein},
title = {A network formation game for bipartite exchange economies},
booktitle = {Proceedings of the Eighteenth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2007, New Orleans, Louisiana, USA, January 7-9,
2007},
pages = {697--706},
publisher = {{SIAM}},
year = {2007},
url = {http://dl.acm.org/citation.cfm?id=1283383.1283458},
timestamp = {Tue, 15 Feb 2022 07:54:27 +0100},
biburl = {https://dblp.org/rec/conf/soda/Even-DarKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/Even-DarKW07,
author = {Eyal Even{-}Dar and
Michael J. Kearns and
Jennifer Wortman},
editor = {Xiaotie Deng and
Fan Chung Graham},
title = {Sponsored Search with Contexts},
booktitle = {Internet and Network Economics, Third International Workshop, {WINE}
2007, San Diego, CA, USA, December 12-14, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4858},
pages = {312--317},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77105-0\_32},
doi = {10.1007/978-3-540-77105-0\_32},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/wine/Even-DarKW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/GanchevKTGLK07,
author = {Kuzman Ganchev and
Alex Kulesza and
Jinsong Tan and
Ryan Gabbard and
Qian Liu and
Michael J. Kearns},
editor = {Xiaotie Deng and
Fan Chung Graham},
title = {Empirical Price Modeling for Sponsored Search},
booktitle = {Internet and Network Economics, Third International Workshop, {WINE}
2007, San Diego, CA, USA, December 12-14, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4858},
pages = {541--548},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77105-0\_58},
doi = {10.1007/978-3-540-77105-0\_58},
timestamp = {Mon, 27 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/GanchevKTGLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/IsbellKSSSK06,
author = {Charles Lee Isbell Jr. and
Michael J. Kearns and
Satinder Singh and
Christian R. Shelton and
Peter Stone and
David P. Kormann},
title = {Cobot in LambdaMOO: An Adaptive Social Statistics Agent},
journal = {Auton. Agents Multi Agent Syst.},
volume = {13},
number = {3},
pages = {327--354},
year = {2006},
url = {https://doi.org/10.1007/s10458-006-0005-z},
doi = {10.1007/S10458-006-0005-Z},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aamas/IsbellKSSSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Even-DarKW06,
author = {Eyal Even{-}Dar and
Michael J. Kearns and
Jennifer Wortman},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Philip M. Long and
Frank Stephan},
title = {Risk-Sensitive Online Learning},
booktitle = {Algorithmic Learning Theory, 17th International Conference, {ALT}
2006, Barcelona, Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4264},
pages = {199--213},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11894841\_18},
doi = {10.1007/11894841\_18},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Even-DarKW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NevmyvakaFK06,
author = {Yuriy Nevmyvaka and
Yi Feng and
Michael J. Kearns},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Reinforcement learning for optimized trade execution},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {673--680},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143929},
doi = {10.1145/1143844.1143929},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/NevmyvakaFK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CrammerKW06,
author = {Koby Crammer and
Michael J. Kearns and
Jennifer Wortman},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Learning from Multiple Sources},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {321--328},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/0f21f0349462cacdc5796990d37760ae-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CrammerKW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Even-DarK06,
author = {Eyal Even{-}Dar and
Michael J. Kearns},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {A Small World Threshold for Economic Network Formation},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {385--392},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/6917ff2a7b53421ff4066020e2d89eec-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Even-DarK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/EvenDarKKM06,
author = {Eyal Even{-}Dar and
Sham M. Kakade and
Michael J. Kearns and
Yishay Mansour},
editor = {Joan Feigenbaum and
John C.{-}I. Chuang and
David M. Pennock},
title = {(In)Stability properties of limit order dynamics},
booktitle = {Proceedings 7th {ACM} Conference on Electronic Commerce (EC-2006),
Ann Arbor, Michigan, USA, June 11-15, 2006},
pages = {120--129},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1134707.1134721},
doi = {10.1145/1134707.1134721},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/EvenDarKKM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/KearnsS06,
author = {Michael J. Kearns and
Siddharth Suri},
editor = {Joan Feigenbaum and
John C.{-}I. Chuang and
David M. Pennock},
title = {Networks preserving evolutionary equilibria and the power of randomization},
booktitle = {Proceedings 7th {ACM} Conference on Electronic Commerce (EC-2006),
Ann Arbor, Michigan, USA, June 11-15, 2006},
pages = {200--207},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1134707.1134729},
doi = {10.1145/1134707.1134729},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/KearnsS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KakadeK05,
author = {Sham M. Kakade and
Michael J. Kearns},
editor = {Peter Auer and
Ron Meir},
title = {Trading in Markovian Price Models},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {606--620},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_41},
doi = {10.1007/11503415\_41},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/KakadeK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CrammerKW05,
author = {Koby Crammer and
Michael J. Kearns and
Jennifer Wortman},
title = {Learning from Data of Variable Quality},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {219--226},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/465636eb4a7ff4b267f3b765d07a02da-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CrammerKW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/NevmyvakaKPS05,
author = {Yuriy Nevmyvaka and
Michael J. Kearns and
Amy Papandreou and
Katia P. Sycara},
title = {Electronic Trading in Order-Driven Markets: Efficient Execution},
booktitle = {7th {IEEE} International Conference on E-Commerce Technology {(CEC}
2005), 19-22 July 2005, M{\"{u}}nchen, Germany},
pages = {190--197},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICECT.2005.42},
doi = {10.1109/ICECT.2005.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wecwis/NevmyvakaKPS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigecom/2005,
editor = {John Riedl and
Michael J. Kearns and
Michael K. Reiter},
title = {Proceedings 6th {ACM} Conference on Electronic Commerce (EC-2005),
Vancouver, BC, Canada, June 5-8, 2005},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1064009},
doi = {10.1145/1064009},
isbn = {1-59593-049-3},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KakadeKO04,
author = {Sham M. Kakade and
Michael J. Kearns and
Luis E. Ortiz},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {Graphical Economics},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {17--32},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_2},
doi = {10.1007/978-3-540-27819-1\_2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KakadeKO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KakadeKOPS04,
author = {Sham M. Kakade and
Michael J. Kearns and
Luis E. Ortiz and
Robin Pemantle and
Siddharth Suri},
title = {Economic Properties of Social Networks},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {633--640},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/50abc3e730e36b387ca8e02c26dc0a22-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KakadeKOPS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/KakadeKMO04,
author = {Sham M. Kakade and
Michael J. Kearns and
Yishay Mansour and
Luis E. Ortiz},
editor = {Jack S. Breese and
Joan Feigenbaum and
Margo I. Seltzer},
title = {Competitive algorithms for {VWAP} and limit order trading},
booktitle = {Proceedings 5th {ACM} Conference on Electronic Commerce (EC-2004),
New York, NY, USA, May 17-20, 2004},
pages = {189--198},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/988772.988801},
doi = {10.1145/988772.988801},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/KakadeKMO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/KearnsO03,
author = {Michael J. Kearns and
Luis E. Ortiz},
title = {The Penn-Lehman Automated Trading Project},
journal = {{IEEE} Intell. Syst.},
volume = {18},
number = {6},
pages = {22--31},
year = {2003},
url = {https://doi.org/10.1109/MIS.2003.1249166},
doi = {10.1109/MIS.2003.1249166},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/KearnsO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KakadeKL03,
author = {Sham M. Kakade and
Michael J. Kearns and
John Langford},
editor = {Tom Fawcett and
Nina Mishra},
title = {Exploration in Metric State Spaces},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {306--312},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-042.php},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KakadeKL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KearnsO03,
author = {Michael J. Kearns and
Luis E. Ortiz},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Algorithms for Interdependent Security Games},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {561--568},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/33bb83720ba9d2b6da87114380314af5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KearnsO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/KakadeKLO03,
author = {Sham M. Kakade and
Michael J. Kearns and
John Langford and
Luis E. Ortiz},
editor = {Daniel A. Menasc{\'{e}} and
Noam Nisan},
title = {Correlated equilibria in graphical games},
booktitle = {Proceedings 4th {ACM} Conference on Electronic Commerce (EC-2003),
San Diego, California, USA, June 9-12, 2003},
pages = {42--47},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/779928.779934},
doi = {10.1145/779928.779934},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/KakadeKLO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tark/Kearns03,
author = {Michael J. Kearns},
editor = {Joseph Y. Halpern and
Moshe Tennenholtz},
title = {Structured interaction in game theory},
booktitle = {Proceedings of the 9th Conference on Theoretical Aspects of Rationality
and Knowledge (TARK-2003), Bloomington, Indiana, USA, June 20-22,
2003},
pages = {88},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/846241.846252},
doi = {10.1145/846241.846252},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tark/Kearns03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/SinghLKW02,
author = {Satinder Singh and
Diane J. Litman and
Michael J. Kearns and
Marilyn A. Walker},
title = {Optimizing Dialogue Management with Reinforcement Learning: Experiments
with the NJFun System},
journal = {J. Artif. Intell. Res.},
volume = {16},
pages = {105--133},
year = {2002},
url = {https://doi.org/10.1613/jair.859},
doi = {10.1613/JAIR.859},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/SinghLKW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KearnsMN02,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng},
title = {A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov
Decision Processes},
journal = {Mach. Learn.},
volume = {49},
number = {2-3},
pages = {193--208},
year = {2002},
url = {https://doi.org/10.1023/A:1017932429737},
doi = {10.1023/A:1017932429737},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KearnsMN02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KearnsS02,
author = {Michael J. Kearns and
Satinder Singh},
title = {Near-Optimal Reinforcement Learning in Polynomial Time},
journal = {Mach. Learn.},
volume = {49},
number = {2-3},
pages = {209--232},
year = {2002},
url = {https://doi.org/10.1023/A:1017984413808},
doi = {10.1023/A:1017984413808},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KearnsS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KearnsISLH02,
author = {Michael J. Kearns and
Charles Lee Isbell Jr. and
Satinder Singh and
Diane J. Litman and
Jessica Howe},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {CobotDS: {A} Spoken Dialogue System for Chat},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {425--430},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-065.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KearnsISLH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AllenderAKMR02,
author = {Eric Allender and
Sanjeev Arora and
Michael J. Kearns and
Cristopher Moore and
Alexander Russell},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {A Note on the Representational Incompatibility of Function Approximation
and Factored Dynamics},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {431--437},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/fd69dbe29f156a7ef876a40a94f65599-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AllenderAKMR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrtizK02,
author = {Luis E. Ortiz and
Michael J. Kearns},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Nash Propagation for Loopy Graphical Games},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {793--800},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/26505e0494662534f633586941b77d0c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OrtizK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KearnsM02,
author = {Michael J. Kearns and
Yishay Mansour},
editor = {Adnan Darwiche and
Nir Friedman},
title = {Efficient Nash Computation in Large Population Games with Bounded
Influence},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {259--266},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=868\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KearnsM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2002,
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Conferences/AAAI/aaai02.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/StoneLSK01,
author = {Peter Stone and
Michael L. Littman and
Satinder Singh and
Michael J. Kearns},
title = {ATTac-2000: An Adaptive Autonomous Bidding Agent},
journal = {J. Artif. Intell. Res.},
volume = {15},
pages = {189--206},
year = {2001},
url = {https://doi.org/10.1613/jair.865},
doi = {10.1613/JAIR.865},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/StoneLSK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agents/StoneLSK01,
author = {Peter Stone and
Michael L. Littman and
Satinder Singh and
Michael J. Kearns},
editor = {Elisabeth Andr{\'{e}} and
Sandip Sen and
Claude Frasson and
J{\"{o}}rg P. M{\"{u}}ller},
title = {ATTac-2000: an adaptive autonomous bidding agent},
booktitle = {Proceedings of the Fifth International Conference on Autonomous Agents,
{AGENTS} 2001, Montreal, Canada, May 28 - June 1, 2001},
pages = {238--245},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/375735.376301},
doi = {10.1145/375735.376301},
timestamp = {Sat, 30 Sep 2023 09:33:47 +0200},
biburl = {https://dblp.org/rec/conf/agents/StoneLSK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agents/IsbellSKSS01,
author = {Charles Lee Isbell Jr. and
Christian R. Shelton and
Michael J. Kearns and
Satinder Singh and
Peter Stone},
editor = {Elisabeth Andr{\'{e}} and
Sandip Sen and
Claude Frasson and
J{\"{o}}rg P. M{\"{u}}ller},
title = {A social reinforcement learning agent},
booktitle = {Proceedings of the Fifth International Conference on Autonomous Agents,
{AGENTS} 2001, Montreal, Canada, May 28 - June 1, 2001},
pages = {377--384},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/375735.376334},
doi = {10.1145/375735.376334},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/agents/IsbellSKSS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/Kearns01,
author = {Michael J. Kearns},
editor = {Franz Baader and
Gerhard Brewka and
Thomas Eiter},
title = {Computational Game Theory and {AI}},
booktitle = {{KI} 2001: Advances in Artificial Intelligence, Joint German/Austrian
Conference on AI, Vienna, Austria, September 19-21, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2174},
pages = {1},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45422-5\_1},
doi = {10.1007/3-540-45422-5\_1},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ki/Kearns01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LittmanKS01,
author = {Michael L. Littman and
Michael J. Kearns and
Satinder Singh},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {An Efficient, Exact Algorithm for Solving Tree-Structured Graphical
Games},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {817--823},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/c5866e93cab1776890fe343c9e7063fb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LittmanKS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/IsbellSKSS01,
author = {Charles Lee Isbell Jr. and
Christian R. Shelton and
Michael J. Kearns and
Satinder Singh and
Peter Stone},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Cobot: {A} Social Reinforcement Learning Agent},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1393--1400},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/92bbd31f8e0e43a7da8a6295b251725f-Abstract.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/IsbellSKSS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KearnsLS01,
author = {Michael J. Kearns and
Michael L. Littman and
Satinder Singh},
editor = {Jack S. Breese and
Daphne Koller},
title = {Graphical Models for Game Theory},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {253--260},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=107\&\#38;proceeding\_id=17},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KearnsLS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/KearnsR00,
author = {Michael J. Kearns and
Dana Ron},
title = {Testing Problems with Sublearning Sample Complexity},
journal = {J. Comput. Syst. Sci.},
volume = {61},
number = {3},
pages = {428--456},
year = {2000},
url = {https://doi.org/10.1006/jcss.1999.1656},
doi = {10.1006/JCSS.1999.1656},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/KearnsR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/IsbellKKSS00,
author = {Charles Lee Isbell Jr. and
Michael J. Kearns and
David P. Kormann and
Satinder Singh and
Peter Stone},
editor = {Henry A. Kautz and
Bruce W. Porter},
title = {Cobot in LambdaMOO: {A} Social Statistics Agent},
booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
and Twelfth Conference on on Innovative Applications of Artificial
Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}},
pages = {36--41},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000},
url = {http://www.aaai.org/Library/AAAI/2000/aaai00-006.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IsbellKKSS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinghKLW00,
author = {Satinder Singh and
Michael J. Kearns and
Diane J. Litman and
Marilyn A. Walker},
editor = {Henry A. Kautz and
Bruce W. Porter},
title = {Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System},
booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
and Twelfth Conference on on Innovative Applications of Artificial
Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}},
pages = {645--651},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000},
url = {http://www.aaai.org/Library/AAAI/2000/aaai00-099.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinghKLW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LitmanKSW00,
author = {Diane J. Litman and
Michael S. Kearns and
Satinder Singh and
Marilyn A. Walker},
title = {Automatic Optimization of Dialogue Management},
booktitle = {{COLING} 2000, 18th International Conference on Computational Linguistics,
Proceedings of the Conference, 2 Volumes, July 31 - August 4, 2000,
Universit{\"{a}}t des Saarlandes, Saarbr{\"{u}}cken, Germany},
pages = {502--508},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://aclanthology.org/C00-1073/},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LitmanKSW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsS00,
author = {Michael J. Kearns and
Satinder Singh},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {Bias-Variance Error Bounds for Temporal Difference Updates},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {142--147},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KearnsS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MyersKSW00,
author = {Kary L. Myers and
Michael J. Kearns and
Satinder Singh and
Marilyn A. Walker},
editor = {Pat Langley},
title = {A Boosting Approach to Topic Spotting on Subdialogues},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {655--662},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MyersKSW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KearnsMS00,
author = {Michael J. Kearns and
Yishay Mansour and
Satinder Singh},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {Fast Planning in Stochastic Games},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {309--316},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=37\&\#38;proceeding\_id=16},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KearnsMS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SinghKM00,
author = {Satinder Singh and
Michael J. Kearns and
Yishay Mansour},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {Nash Convergence of Gradient Dynamics in General-Sum Games},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {541--548},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=63\&\#38;proceeding\_id=16},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SinghKM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/KearnsM99,
author = {Michael J. Kearns and
Yishay Mansour},
title = {On the Boosting Ability of Top-Down Decision Tree Learning Algorithms},
journal = {J. Comput. Syst. Sci.},
volume = {58},
number = {1},
pages = {109--128},
year = {1999},
url = {https://doi.org/10.1006/jcss.1997.1543},
doi = {10.1006/JCSS.1997.1543},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/KearnsM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KearnsR99,
author = {Michael J. Kearns and
Dana Ron},
title = {Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation},
journal = {Neural Comput.},
volume = {11},
number = {6},
pages = {1427--1453},
year = {1999},
url = {https://doi.org/10.1162/089976699300016304},
doi = {10.1162/089976699300016304},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KearnsR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LitmanWK99,
author = {Diane J. Litman and
Marilyn A. Walker and
Michael S. Kearns},
editor = {Robert Dale and
Kenneth Ward Church},
title = {Automatic Detection of Poor Speech Recognition at the Dialogue Level},
booktitle = {27th Annual Meeting of the Association for Computational Linguistics,
University of Maryland, College Park, Maryland, USA, 20-26 June 1999},
pages = {309--316},
publisher = {{ACL}},
year = {1999},
url = {https://aclanthology.org/P99-1040/},
doi = {10.3115/1034678.1034729},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LitmanWK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KearnsK99,
author = {Michael J. Kearns and
Daphne Koller},
editor = {Thomas Dean},
title = {Efficient Reinforcement Learning in Factored MDPs},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {740--747},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/013.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KearnsK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KearnsMN99,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng},
editor = {Thomas Dean},
title = {A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov
Decision Processes},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {1324--1231},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/093.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KearnsMN99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinghKLW99,
author = {Satinder Singh and
Michael J. Kearns and
Diane J. Litman and
Marilyn A. Walker},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Reinforcement Learning for Spoken Dialogue Systems},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {956--962},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1775-reinforcement-learning-for-spoken-dialogue-systems},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SinghKLW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KearnsMN99,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Approximate Planning in Large POMDPs via Reusable Trajectories},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {1001--1007},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1664-approximate-planning-in-large-pomdps-via-reusable-trajectories},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KearnsMN99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/1998,
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
publisher = {The {MIT} Press},
year = {1999},
url = {https://proceedings.neurips.cc/paper/1998},
isbn = {0-262-11245-0},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/Kearns98,
author = {Michael J. Kearns},
title = {Efficient Noise-Tolerant Learning from Statistical Queries},
journal = {J. {ACM}},
volume = {45},
number = {6},
pages = {983--1006},
year = {1998},
url = {https://doi.org/10.1145/293347.293351},
doi = {10.1145/293347.293351},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacm/Kearns98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsR98,
author = {Michael J. Kearns and
Dana Ron},
editor = {Peter L. Bartlett and
Yishay Mansour},
title = {Testing Problems with Sub-Learning Sample Complexity},
booktitle = {Proceedings of the Eleventh Annual Conference on Computational Learning
Theory, {COLT} 1998, Madison, Wisconsin, USA, July 24-26, 1998},
pages = {268--279},
publisher = {{ACM}},
year = {1998},
url = {https://doi.org/10.1145/279943.279996},
doi = {10.1145/279943.279996},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsR98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/Kearns98,
author = {Michael J. Kearns},
title = {Theoretical Issues in Probabilistic Artificial Intelligence},
booktitle = {39th Annual Symposium on Foundations of Computer Science, {FOCS} '98,
November 8-11, 1998, Palo Alto, California, {USA}},
pages = {4},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/SFCS.1998.743422},
doi = {10.1109/SFCS.1998.743422},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/Kearns98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KearnsS98,
author = {Michael J. Kearns and
Satinder Singh},
editor = {Jude W. Shavlik},
title = {Near-Optimal Reinforcement Learning in Polynominal Time},
booktitle = {Proceedings of the Fifteenth International Conference on Machine Learning
{(ICML} 1998), Madison, Wisconsin, USA, July 24-27, 1998},
pages = {260--268},
publisher = {Morgan Kaufmann},
year = {1998},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KearnsS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KearnsM98,
author = {Michael J. Kearns and
Yishay Mansour},
editor = {Jude W. Shavlik},
title = {A Fast, Bottom-Up Decision Tree Pruning Algorithm with Near-Optimal
Generalization},
booktitle = {Proceedings of the Fifteenth International Conference on Machine Learning
{(ICML} 1998), Madison, Wisconsin, USA, July 24-27, 1998},
pages = {269--277},
publisher = {Morgan Kaufmann},
year = {1998},
timestamp = {Wed, 04 Dec 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KearnsM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KearnsS98,
author = {Michael J. Kearns and
Lawrence K. Saul},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Inference in Multilayer Networks via Large Deviation Bounds},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {260--266},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1564-inference-in-multilayer-networks-via-large-deviation-bounds},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KearnsS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KearnsS98a,
author = {Michael J. Kearns and
Satinder Singh},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Finite-Sample Convergence Rates for Q-Learning and Indirect Algorithms},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {996--1002},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1531-finite-sample-convergence-rates-for-q-learning-and-indirect-algorithms},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KearnsS98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KearnsM98,
author = {Michael J. Kearns and
Yishay Mansour},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Exact Inference of Hidden Structure from Sample Data in noisy-OR Networks},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {304--310},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=261\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KearnsM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KearnsS98,
author = {Michael J. Kearns and
Lawrence K. Saul},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Large Deviation Methods for Approximate Probabilistic Inference},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {311--319},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=262\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KearnsS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/KearnsMN98,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng},
editor = {Michael I. Jordan},
title = {An Information-Theoretic Analysis of Hard and Soft Assignment Methods
for Clustering},
booktitle = {Learning in Graphical Models},
series = {{NATO} {ASI} Series},
volume = {89},
pages = {495--520},
publisher = {Springer Netherlands},
year = {1998},
url = {https://doi.org/10.1007/978-94-011-5014-9\_18},
doi = {10.1007/978-94-011-5014-9\_18},
timestamp = {Wed, 31 Jul 2019 13:30:26 +0200},
biburl = {https://dblp.org/rec/books/sp/12/KearnsMN98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/1997,
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
publisher = {The {MIT} Press},
year = {1998},
url = {https://proceedings.neurips.cc/paper/1997},
isbn = {0-262-10076-2},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/FreundKRRSS97,
author = {Yoav Freund and
Michael J. Kearns and
Dana Ron and
Ronitt Rubinfeld and
Robert E. Schapire and
Linda Sellie},
title = {Efficient Learning of Typical Finite Automata from Random Walks},
journal = {Inf. Comput.},
volume = {138},
number = {1},
pages = {23--48},
year = {1997},
url = {https://doi.org/10.1006/inco.1997.2648},
doi = {10.1006/INCO.1997.2648},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/FreundKRRSS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KearnsMNR97,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng and
Dana Ron},
title = {An Experimental and Theoretical Comparison of Model Selection Methods},
journal = {Mach. Learn.},
volume = {27},
number = {1},
pages = {7--50},
year = {1997},
url = {https://doi.org/10.1023/A:1007344726582},
doi = {10.1023/A:1007344726582},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KearnsMNR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Kearns97,
author = {Michael J. Kearns},
title = {A Bound on the Error of Cross Validation Using the Approximation and
Estimation Rates, with Consequences for the Training-test Split},
journal = {Neural Comput.},
volume = {9},
number = {5},
pages = {1143--1161},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.5.1143},
doi = {10.1162/NECO.1997.9.5.1143},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Kearns97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsR97,
author = {Michael J. Kearns and
Dana Ron},
editor = {Yoav Freund and
Robert E. Schapire},
title = {Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation},
booktitle = {Proceedings of the Tenth Annual Conference on Computational Learning
Theory, {COLT} 1997, Nashville, Tennessee, USA, July 6-9, 1997},
pages = {152--162},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/267460.267491},
doi = {10.1145/267460.267491},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KearnsMN97,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {An Information-Theoretic Analysis of Hard and Soft Assignment Methods
for Clustering},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {282--293},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=322\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KearnsMN97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HausslerKST96,
author = {David Haussler and
Michael J. Kearns and
H. Sebastian Seung and
Naftali Tishby},
title = {Rigorous Learning Curve Bounds from Statistical Mechanics},
journal = {Mach. Learn.},
volume = {25},
number = {2-3},
pages = {195--236},
year = {1996},
url = {https://doi.org/10.1023/A:1026499208981},
doi = {10.1023/A:1026499208981},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HausslerKST96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Kearns96,
author = {Michael J. Kearns},
editor = {William J. Clancey and
Daniel S. Weld},
title = {Boosting Theory Towards Practice: Recent Developments in Decision
Tree Induction and the Weak Learning Framework},
booktitle = {Proceedings of the Thirteenth National Conference on Artificial Intelligence
and Eighth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 96, {IAAI} 96, Portland, Oregon, USA, August 4-8, 1996, Volume
2},
pages = {1337--1339},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1996},
url = {http://www.aaai.org/Library/AAAI/1996/aaai96-200.php},
timestamp = {Tue, 05 Sep 2023 08:53:09 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Kearns96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DietterichKM96,
author = {Thomas G. Dietterich and
Michael J. Kearns and
Yishay Mansour},
editor = {Lorenza Saitta},
title = {Applying the Waek Learning Framework to Understand and Improve {C4.5}},
booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
pages = {96--104},
publisher = {Morgan Kaufmann},
year = {1996},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DietterichKM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/KearnsM96,
author = {Michael J. Kearns and
Yishay Mansour},
editor = {Gary L. Miller},
title = {On the Boosting Ability of Top-Down Decision Tree Learning Algorithms},
booktitle = {Proceedings of the Twenty-Eighth Annual {ACM} Symposium on the Theory
of Computing, Philadelphia, Pennsylvania, USA, May 22-24, 1996},
pages = {459--468},
publisher = {{ACM}},
year = {1996},
url = {https://doi.org/10.1145/237814.237994},
doi = {10.1145/237814.237994},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/KearnsM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/1996,
editor = {Avrim Blum and
Michael J. Kearns},
title = {Proceedings of the Ninth Annual Conference on Computational Learning
Theory, {COLT} 1996, Desenzano del Garda, Italy, June 28-July 1, 1996},
publisher = {{ACM}},
year = {1996},
url = {http://dl.acm.org/citation.cfm?id=238061},
isbn = {0-89791-811-8},
timestamp = {Mon, 27 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/1996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/KautzKS95,
author = {Henry A. Kautz and
Michael J. Kearns and
Bart Selman},
title = {Horn Approximations of Empirical Data},
journal = {Artif. Intell.},
volume = {74},
number = {1},
pages = {129--145},
year = {1995},
url = {https://doi.org/10.1016/0004-3702(94)00072-9},
doi = {10.1016/0004-3702(94)00072-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/KautzKS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/GoldmanKS95,
author = {Sally A. Goldman and
Michael J. Kearns and
Robert E. Schapire},
title = {On the Sample Complexity of Weakly Learning},
journal = {Inf. Comput.},
volume = {117},
number = {2},
pages = {276--287},
year = {1995},
url = {https://doi.org/10.1006/inco.1995.1045},
doi = {10.1006/INCO.1995.1045},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/GoldmanKS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/GoldmanK95,
author = {Sally A. Goldman and
Michael J. Kearns},
title = {On the Complexity of Teaching},
journal = {J. Comput. Syst. Sci.},
volume = {50},
number = {1},
pages = {20--31},
year = {1995},
url = {https://doi.org/10.1006/jcss.1995.1003},
doi = {10.1006/JCSS.1995.1003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/GoldmanK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KearnsS95,
author = {Michael J. Kearns and
H. Sebastian Seung},
title = {Learning from a Population of Hypotheses},
journal = {Mach. Learn.},
volume = {18},
number = {2-3},
pages = {255--276},
year = {1995},
url = {https://doi.org/10.1007/BF00993412},
doi = {10.1007/BF00993412},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KearnsS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigact/KearnsV95,
author = {Michael J. Kearns and
Umesh V. Vazirani},
title = {Computational Learning Theory},
journal = {{SIGACT} News},
volume = {26},
number = {1},
pages = {43--45},
year = {1995},
url = {https://doi.org/10.1145/203610.606411},
doi = {10.1145/203610.606411},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigact/KearnsV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsMNR95,
author = {Michael J. Kearns and
Yishay Mansour and
Andrew Y. Ng and
Dana Ron},
editor = {Wolfgang Maass},
title = {An Experimental and Theoretical Comparison of Model Selection Methods},
booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning
Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995},
pages = {21--30},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/225298.225301},
doi = {10.1145/225298.225301},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsMNR95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/FreundKMRRS95,
author = {Yoav Freund and
Michael J. Kearns and
Yishay Mansour and
Dana Ron and
Ronitt Rubinfeld and
Robert E. Schapire},
title = {Efficient Algorithms for Learning to Play Repeated Games Against Computationally
Bounded Adversaries},
booktitle = {36th Annual Symposium on Foundations of Computer Science, Milwaukee,
Wisconsin, USA, 23-25 October 1995},
pages = {332--341},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/SFCS.1995.492489},
doi = {10.1109/SFCS.1995.492489},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/FreundKMRRS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kearns95,
author = {Michael J. Kearns},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {A Bound on the Error of Cross Validation Using the Approximation and
Estimation Rates, with Consequences for the Training-Test Split},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {183--189},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1070-a-bound-on-the-error-of-cross-validation-using-the-approximation-and-estimation-rates-with-consequences-for-the-training-test-split},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Kearns95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0041035,
author = {Michael J. Kearns and
Umesh V. Vazirani},
title = {An Introduction to Computational Learning Theory},
publisher = {{MIT} Press},
year = {1994},
url = {https://mitpress.mit.edu/books/introduction-computational-learning-theory},
isbn = {978-0-262-11193-5},
timestamp = {Wed, 10 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0041035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/KearnsV94,
author = {Michael J. Kearns and
Leslie G. Valiant},
title = {Cryptographic Limitations on Learning Boolean Formulae and Finite
Automata},
journal = {J. {ACM}},
volume = {41},
number = {1},
pages = {67--95},
year = {1994},
url = {https://doi.org/10.1145/174644.174647},
doi = {10.1145/174644.174647},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jacm/KearnsV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/KearnsLV94,
author = {Michael J. Kearns and
Ming Li and
Leslie G. Valiant},
title = {Learning Boolean Formulas},
journal = {J. {ACM}},
volume = {41},
number = {6},
pages = {1298--1328},
year = {1994},
url = {https://doi.org/10.1145/195613.195656},
doi = {10.1145/195613.195656},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacm/KearnsLV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/KearnsS94,
author = {Michael J. Kearns and
Robert E. Schapire},
title = {Efficient Distribution-Free Learning of Probabilistic Concepts},
journal = {J. Comput. Syst. Sci.},
volume = {48},
number = {3},
pages = {464--497},
year = {1994},
url = {https://doi.org/10.1016/S0022-0000(05)80062-5},
doi = {10.1016/S0022-0000(05)80062-5},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/KearnsS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HausslerKS94,
author = {David Haussler and
Michael J. Kearns and
Robert E. Schapire},
title = {Bounds on the Sample Complexity of Bayesian Learning Using Information
Theory and the {VC} Dimension},
journal = {Mach. Learn.},
volume = {14},
number = {1},
pages = {83--113},
year = {1994},
url = {https://doi.org/10.1007/BF00993163},
doi = {10.1007/BF00993163},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HausslerKS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KearnsSS94,
author = {Michael J. Kearns and
Robert E. Schapire and
Linda Sellie},
title = {Toward Efficient Agnostic Learning},
journal = {Mach. Learn.},
volume = {17},
number = {2-3},
pages = {115--141},
year = {1994},
url = {https://doi.org/10.1007/BF00993468},
doi = {10.1007/BF00993468},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KearnsSS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HausslerSKT94,
author = {David Haussler and
H. Sebastian Seung and
Michael J. Kearns and
Naftali Tishby},
editor = {Manfred K. Warmuth},
title = {Rigorous Learning Curve Bounds from Statistical Mechanics},
booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
1994},
pages = {76--87},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/180139.181018},
doi = {10.1145/180139.181018},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HausslerSKT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/BlumFJKMR94,
author = {Avrim Blum and
Merrick L. Furst and
Jeffrey C. Jackson and
Michael J. Kearns and
Yishay Mansour and
Steven Rudich},
editor = {Frank Thomson Leighton and
Michael T. Goodrich},
title = {Weakly learning {DNF} and characterizing statistical query learning
using Fourier analysis},
booktitle = {Proceedings of the Twenty-Sixth Annual {ACM} Symposium on Theory of
Computing, 23-25 May 1994, Montr{\'{e}}al, Qu{\'{e}}bec,
Canada},
pages = {253--262},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/195058.195147},
doi = {10.1145/195058.195147},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/BlumFJKMR94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/KearnsMRRSS94,
author = {Michael J. Kearns and
Yishay Mansour and
Dana Ron and
Ronitt Rubinfeld and
Robert E. Schapire and
Linda Sellie},
editor = {Frank Thomson Leighton and
Michael T. Goodrich},
title = {On the learnability of discrete distributions},
booktitle = {Proceedings of the Twenty-Sixth Annual {ACM} Symposium on Theory of
Computing, 23-25 May 1994, Montr{\'{e}}al, Qu{\'{e}}bec,
Canada},
pages = {273--282},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/195058.195155},
doi = {10.1145/195058.195155},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/KearnsMRRSS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/GoldmanKS93,
author = {Sally A. Goldman and
Michael J. Kearns and
Robert E. Schapire},
title = {Exact Identification of Read-Once Formulas Using Fixed Points of Amplification
Functions},
journal = {{SIAM} J. Comput.},
volume = {22},
number = {4},
pages = {705--726},
year = {1993},
url = {https://doi.org/10.1137/0222047},
doi = {10.1137/0222047},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/GoldmanKS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/KearnsL93,
author = {Michael J. Kearns and
Ming Li},
title = {Learning in the Presence of Malicious Errors},
journal = {{SIAM} J. Comput.},
volume = {22},
number = {4},
pages = {807--837},
year = {1993},
url = {https://doi.org/10.1137/0222052},
doi = {10.1137/0222052},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/KearnsL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KautzKS93,
author = {Henry A. Kautz and
Michael J. Kearns and
Bart Selman},
editor = {Richard Fikes and
Wendy G. Lehnert},
title = {Reasoning With Characteristic Models},
booktitle = {Proceedings of the 11th National Conference on Artificial Intelligence.
Washington, DC, USA, July 11-15, 1993},
pages = {34--39},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1993},
url = {http://www.aaai.org/Library/AAAI/1993/aaai93-006.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KautzKS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsS93,
author = {Michael J. Kearns and
H. Sebastian Seung},
editor = {Lenny Pitt},
title = {Learning from a Population of Hypotheses},
booktitle = {Proceedings of the Sixth Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1993, Santa Cruz, CA, USA, July 26-28, 1993},
pages = {101--110},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/168304.168317},
doi = {10.1145/168304.168317},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crypto/BlumFKL93,
author = {Avrim Blum and
Merrick L. Furst and
Michael J. Kearns and
Richard J. Lipton},
editor = {Douglas R. Stinson},
title = {Cryptographic Primitives Based on Hard Learning Problems},
booktitle = {Advances in Cryptology - {CRYPTO} '93, 13th Annual International Cryptology
Conference, Santa Barbara, California, USA, August 22-26, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {773},
pages = {278--291},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-48329-2\_24},
doi = {10.1007/3-540-48329-2\_24},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/crypto/BlumFKL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siemens/KearnsV93,
author = {Michael J. Kearns and
Leslie G. Valiant},
editor = {Stephen Jose Hanson and
Werner Remmele and
Ronald L. Rivest},
title = {Cryptographic Limitations on Learning Boolean Formulae and Finite
Automata},
booktitle = {Machine Learning: From Theory to Applications - Cooperative Research
at Siemens and {MIT}},
series = {Lecture Notes in Computer Science},
volume = {661},
pages = {29--49},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56483-7\_21},
doi = {10.1007/3-540-56483-7\_21},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/siemens/KearnsV93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/FreundKRRSS93,
author = {Yoav Freund and
Michael J. Kearns and
Dana Ron and
Ronitt Rubinfeld and
Robert E. Schapire and
Linda Sellie},
editor = {S. Rao Kosaraju and
David S. Johnson and
Alok Aggarwal},
title = {Efficient learning of typical finite automata from random walks},
booktitle = {Proceedings of the Twenty-Fifth Annual {ACM} Symposium on Theory of
Computing, May 16-18, 1993, San Diego, CA, {USA}},
pages = {315--324},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/167088.167191},
doi = {10.1145/167088.167191},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/FreundKRRSS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/Kearns93,
author = {Michael J. Kearns},
editor = {S. Rao Kosaraju and
David S. Johnson and
Alok Aggarwal},
title = {Efficient noise-tolerant learning from statistical queries},
booktitle = {Proceedings of the Twenty-Fifth Annual {ACM} Symposium on Theory of
Computing, May 16-18, 1993, San Diego, CA, {USA}},
pages = {392--401},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/167088.167200},
doi = {10.1145/167088.167200},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/Kearns93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Kearns92,
author = {Michael J. Kearns},
editor = {William R. Swartout},
title = {Oblivious {PAC} Learning of Concept Hierarchies},
booktitle = {Proceedings of the 10th National Conference on Artificial Intelligence,
San Jose, CA, USA, July 12-16, 1992},
pages = {215--222},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1992},
url = {http://www.aaai.org/Library/AAAI/1992/aaai92-034.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Kearns92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsSS92,
author = {Michael J. Kearns and
Robert E. Schapire and
Linda Sellie},
editor = {David Haussler},
title = {Toward Efficient Agnostic Learning},
booktitle = {Proceedings of the Fifth Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1992, Pittsburgh, PA, USA, July 27-29, 1992},
pages = {341--352},
publisher = {{ACM}},
year = {1992},
url = {https://doi.org/10.1145/130385.130424},
doi = {10.1145/130385.130424},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsSS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/HausslerKLW91,
author = {David Haussler and
Michael J. Kearns and
Nick Littlestone and
Manfred K. Warmuth},
title = {Equivalence of Models for Polynomial Learnability},
journal = {Inf. Comput.},
volume = {95},
number = {2},
pages = {129--161},
year = {1991},
url = {https://doi.org/10.1016/0890-5401(91)90042-Z},
doi = {10.1016/0890-5401(91)90042-Z},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/HausslerKLW91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HausslerKS91,
author = {David Haussler and
Michael J. Kearns and
Robert E. Schapire},
editor = {Manfred K. Warmuth and
Leslie G. Valiant},
title = {Bounds on the Sample Complexity of Bayesian Learning Using Information
Theory and the {VC} Dimension},
booktitle = {Proceedings of the Fourth Annual Workshop on Computational Learning
Theory, {COLT} 1991, Santa Cruz, California, USA, August 5-7, 1991},
pages = {61--74},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://dl.acm.org/citation.cfm?id=114843},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HausslerKS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GoldmanK91,
author = {Sally A. Goldman and
Michael J. Kearns},
editor = {Manfred K. Warmuth and
Leslie G. Valiant},
title = {On the Complexity of Teaching},
booktitle = {Proceedings of the Fourth Annual Workshop on Computational Learning
Theory, {COLT} 1991, Santa Cruz, California, USA, August 5-7, 1991},
pages = {303--314},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://dl.acm.org/citation.cfm?id=114865},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/GoldmanK91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HausslerKOS91,
author = {David Haussler and
Michael J. Kearns and
Manfred Opper and
Robert E. Schapire},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Estimating Average-Case Learning Curves Using Bayesian, Statistical
Physics and {VC} Dimension Methods},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {855--862},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/489-estimating-average-case-learning-curves-using-bayesian-statistical-physics-and-vc-dimension-methods},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HausslerKOS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0066852,
author = {Michael J. Kearns},
title = {Computational complexity of machine learning},
series = {{ACM} distinguished dissertations},
publisher = {{MIT} Press},
year = {1990},
isbn = {978-0-262-11152-2},
timestamp = {Thu, 05 May 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0066852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GoldmanKS90,
author = {Sally A. Goldman and
Michael J. Kearns and
Robert E. Schapire},
editor = {Mark A. Fulk and
John Case},
title = {On the Sample Complexity of Weak Learning},
booktitle = {Proceedings of the Third Annual Workshop on Computational Learning
Theory, {COLT} 1990, University of Rochester, Rochester, NY, USA,
August 6-8, 1990},
pages = {217--231},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://dl.acm.org/citation.cfm?id=92642},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/GoldmanKS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GoldmanKS90a,
author = {Sally A. Goldman and
Michael J. Kearns and
Robert E. Schapire},
editor = {Mark A. Fulk and
John Case},
title = {Exact Identification of Circuits Using Fixed Points of Amplification
Functions (Abstract)},
booktitle = {Proceedings of the Third Annual Workshop on Computational Learning
Theory, {COLT} 1990, University of Rochester, Rochester, NY, USA,
August 6-8, 1990},
pages = {388},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://dl.acm.org/citation.cfm?id=92677},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/GoldmanKS90a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsS90,
author = {Michael J. Kearns and
Robert E. Schapire},
editor = {Mark A. Fulk and
John Case},
title = {Efficient Distribution-Free Learning of Probabilistic Concepts (Abstract)},
booktitle = {Proceedings of the Third Annual Workshop on Computational Learning
Theory, {COLT} 1990, University of Rochester, Rochester, NY, USA,
August 6-8, 1990},
pages = {389},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://dl.acm.org/citation.cfm?id=92679},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/GoldmanKS90,
author = {Sally A. Goldman and
Michael J. Kearns and
Robert E. Schapire},
title = {Exact Identification of Circuits Using Fixed Points of Amplification
Functions (Extended Abstract)},
booktitle = {31st Annual Symposium on Foundations of Computer Science, St. Louis,
Missouri, USA, October 22-24, 1990, Volume {I}},
pages = {193--202},
publisher = {{IEEE} Computer Society},
year = {1990},
url = {https://doi.org/10.1109/FSCS.1990.89538},
doi = {10.1109/FSCS.1990.89538},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/GoldmanKS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/KearnsS90,
author = {Michael J. Kearns and
Robert E. Schapire},
title = {Efficient Distribution-free Learning of Probabilistic Concepts (Extended
Abstract)},
booktitle = {31st Annual Symposium on Foundations of Computer Science, St. Louis,
Missouri, USA, October 22-24, 1990, Volume {I}},
pages = {382--391},
publisher = {{IEEE} Computer Society},
year = {1990},
url = {https://doi.org/10.1109/FSCS.1990.89557},
doi = {10.1109/FSCS.1990.89557},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/KearnsS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/EhrenfeuchtHKV89,
author = {Andrzej Ehrenfeucht and
David Haussler and
Michael J. Kearns and
Leslie G. Valiant},
title = {A General Lower Bound on the Number of Examples Needed for Learning},
journal = {Inf. Comput.},
volume = {82},
number = {3},
pages = {247--261},
year = {1989},
url = {https://doi.org/10.1016/0890-5401(89)90002-3},
doi = {10.1016/0890-5401(89)90002-3},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/EhrenfeuchtHKV89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KearnsP89,
author = {Michael J. Kearns and
Leonard Pitt},
editor = {Ronald L. Rivest and
David Haussler and
Manfred K. Warmuth},
title = {A Polynomial-Time Algorithm for Learning \emph{k-}Variable Pattern
Languages from Examples},
booktitle = {Proceedings of the Second Annual Workshop on Computational Learning
Theory, {COLT} 1989, Santa Cruz, CA, USA, July 31 - August 2, 1989},
pages = {57--71},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://dl.acm.org/citation.cfm?id=93343},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KearnsP89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/KearnsV89,
author = {Michael J. Kearns and
Leslie G. Valiant},
editor = {David S. Johnson},
title = {Cryptographic Limitations on Learning Boolean Formulae and Finite
Automata},
booktitle = {Proceedings of the 21st Annual {ACM} Symposium on Theory of Computing,
May 14-17, 1989, Seattle, Washington, {USA}},
pages = {433--444},
publisher = {{ACM}},
year = {1989},
url = {https://doi.org/10.1145/73007.73049},
doi = {10.1145/73007.73049},
timestamp = {Wed, 24 Nov 2021 12:15:31 +0100},
biburl = {https://dblp.org/rec/conf/stoc/KearnsV89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HausslerKLW88,
author = {David Haussler and
Michael J. Kearns and
Nick Littlestone and
Manfred K. Warmuth},
editor = {David Haussler and
Leonard Pitt},
title = {Equivalence of Models for Polynomial Learnability},
booktitle = {Proceedings of the First Annual Workshop on Computational Learning
Theory, {COLT} '88, Cambridge, MA, USA, August 3-5, 1988},
pages = {42--55},
publisher = {{ACM/MIT}},
year = {1988},
url = {http://dl.acm.org/citation.cfm?id=93040},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HausslerKLW88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/EhrenfeuchtHKV88,
author = {Andrzej Ehrenfeucht and
David Haussler and
Michael J. Kearns and
Leslie G. Valiant},
editor = {David Haussler and
Leonard Pitt},
title = {A General Lower Bound on the Number of Examples Needed for Learning},
booktitle = {Proceedings of the First Annual Workshop on Computational Learning
Theory, {COLT} '88, Cambridge, MA, USA, August 3-5, 1988},
pages = {139--154},
publisher = {{ACM/MIT}},
year = {1988},
url = {http://dl.acm.org/citation.cfm?id=93068},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/EhrenfeuchtHKV88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/KearnsL88,
author = {Michael J. Kearns and
Ming Li},
editor = {Janos Simon},
title = {Learning in the Presence of Malicious Errors (Extended Abstract)},
booktitle = {Proceedings of the 20th Annual {ACM} Symposium on Theory of Computing,
May 2-4, 1988, Chicago, Illinois, {USA}},
pages = {267--280},
publisher = {{ACM}},
year = {1988},
url = {https://doi.org/10.1145/62212.62238},
doi = {10.1145/62212.62238},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/KearnsL88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/KearnsLPV87,
author = {Michael J. Kearns and
Ming Li and
Leonard Pitt and
Leslie G. Valiant},
editor = {Alfred V. Aho},
title = {On the Learnability of Boolean Formulae},
booktitle = {Proceedings of the 19th Annual {ACM} Symposium on Theory of Computing,
1987, New York, New York, {USA}},
pages = {285--295},
publisher = {{ACM}},
year = {1987},
url = {https://doi.org/10.1145/28395.28426},
doi = {10.1145/28395.28426},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/KearnsLPV87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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