Michael Kearns
Orcid: 0000-0001-7569-0147Affiliations:
- Department of Computer and Information Science, University of Pennsylvania
According to our database1,
Michael Kearns
authored at least 189 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2014, "For contributions to machine learning, artificial intelligence, and algorithmic game theory and computational social science.".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on viaf.org
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on twitter.com
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on id.loc.gov
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on dl.acm.org
On csauthors.net:
Bibliography
2024
CoRR, 2024
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 5th Symposium on Foundations of Responsible Computing, 2024
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024
2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023
2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2nd Symposium on Foundations of Responsible Computing, 2021
Proceedings of the 2nd Symposium on Foundations of Responsible Computing, 2021
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021
2020
Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020
Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019
Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018
2017
Proceedings of the 2017 ACM Conference on Economics and Computation, 2017
Proceedings of the 2017 ACM Conference on Economics and Computation, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 30th Conference on Learning Theory, 2017
2016
Proc. Natl. Acad. Sci. USA, 2016
Proceedings of the Web and Internet Economics - 12th International Conference, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
2015
Proceedings of the Web and Internet Economics - 11th International Conference, 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
CoRR, 2014
Proceedings of the Innovations in Theoretical Computer Science, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the 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
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013
2012
Proceedings of the Web Science 2012, 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the 44th Symposium on Theory of Computing Conference, 2012
Proceedings of the 13th ACM Conference on Electronic Commerce, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Proceedings of the COLT 2011, 2011
Proceedings of the Internet and Network Economics - 7th International Workshop, 2011
Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011
Proceedings of the Algorithmic Game Theory, 4th International Symposium, 2011
2010
Proc. Natl. Acad. Sci. USA, 2010
Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010
Proceedings of the Innovations in Computer Science, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
Proc. Natl. Acad. Sci. USA, 2009
Proceedings of the Proceedings 10th ACM Conference on Electronic Commerce (EC-2009), 2009
2008
Proceedings of the Internet and Network Economics, 4th International Workshop, 2008
Proceedings of the Internet and Network Economics, 4th International Workshop, 2008
Proceedings of the Proceedings 9th ACM Conference on Electronic Commerce (EC-2008), 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
2007
Proceedings of the Internet and Network Economics, Third International Workshop, 2007
Proceedings of the Internet and Network Economics, Third International Workshop, 2007
Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
Auton. Agents Multi Agent Syst., 2006
Proceedings of the Proceedings 7th ACM Conference on Electronic Commerce (EC-2006), 2006
Proceedings of the Proceedings 7th ACM Conference on Electronic Commerce (EC-2006), 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006
2005
Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005
2004
Proceedings of the Proceedings 5th ACM Conference on Electronic Commerce (EC-2004), 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004
2003
Proceedings of the 9th Conference on Theoretical Aspects of Rationality and Knowledge (TARK-2003), 2003
Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
2002
A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes.
Mach. Learn., 2002
Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System.
J. Artif. Intell. Res., 2002
Proceedings of the UAI '02, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
A Note on the Representational Incompatibility of Function Approximation and Factored Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001
Proceedings of the Fifth International Conference on Autonomous Agents, 2001
2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
A Boosting Approach to Topic Spotting on Subdialogues.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Bias-Variance Error Bounds for Temporal Difference Updates.
Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
Neural Comput., 1999
J. Comput. Syst. Sci., 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999
1998
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Near-Optimal Reinforcement Learning in Polynominal Time.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998
A Fast, Bottom-Up Decision Tree Pruning Algorithm with Near-Optimal Generalization.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998
Proceedings of the 39th Annual Symposium on Foundations of Computer Science, 1998
Proceedings of the Eleventh Annual Conference on Computational Learning Theory, 1998
An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering.
Proceedings of the Learning in Graphical Models, 1998
1997
A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-test Split.
Neural Comput., 1997
Mach. Learn., 1997
An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997
1996
Applying the Waek Learning Framework to Understand and Improve C4.5.
Proceedings of the Machine Learning, 1996
Boosting Theory Towards Practice: Recent Developments in Decision Tree Induction and the Weak Learning Framework.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
Efficient Algorithms for Learning to Play Repeated Games Against Computationally Bounded Adversaries.
Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995
1994
Bounds on the Sample Complexity of Bayesian Learning Using Information Theory and the VC Dimension.
Mach. Learn., 1994
J. Comput. Syst. Sci., 1994
J. ACM, 1994
Proceedings of the Twenty-Sixth Annual ACM Symposium on Theory of Computing, 1994
Weakly learning DNF and characterizing statistical query learning using Fourier analysis.
Proceedings of the Twenty-Sixth Annual ACM Symposium on Theory of Computing, 1994
MIT Press, ISBN: 978-0-262-11193-5, 1994
1993
Exact Identification of Read-Once Formulas Using Fixed Points of Amplification Functions.
SIAM J. Comput., 1993
Proceedings of the Advances in Cryptology, 1993
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
1992
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
1991
Estimating Average-Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1990
Proceedings of the 31st Annual Symposium on Foundations of Computer Science, 1990
Exact Identification of Circuits Using Fixed Points of Amplification Functions (Extended Abstract)
Proceedings of the 31st Annual Symposium on Foundations of Computer Science, 1990
Proceedings of the Third Annual Workshop on Computational Learning Theory, 1990
Exact Identification of Circuits Using Fixed Points of Amplification Functions (Abstract).
Proceedings of the Third Annual Workshop on Computational Learning Theory, 1990
Proceedings of the Third Annual Workshop on Computational Learning Theory, 1990
Computational complexity of machine learning.
ACM distinguished dissertations, MIT Press, ISBN: 978-0-262-11152-2, 1990
1989
Inf. Comput., September, 1989
A Polynomial-Time Algorithm for Learning <i>k-</i>Variable Pattern Languages from Examples.
Proceedings of the Second Annual Workshop on Computational Learning Theory, 1989
1988
Proceedings of the 20th Annual ACM Symposium on Theory of Computing, 1988
1987
Proceedings of the 19th Annual ACM Symposium on Theory of Computing, 1987