Michael Kearns - Concepedia

Author

Michael Kearns

University of Pennsylvania ORCID

Also Known As

Kearns, Michael, M. Kearns, M.J. Kearns, MICHAEL KEARNS, Michael J. Kearns, Michael Kearns, Yuriy Nevmyvaka

298

Publications

22.7K

Citations

H-Index

199

Concepts

All Affiliations

University of Pennsylvania AT&T (United States)California University of Pennsylvania Tel Aviv University Philadelphia University

About

Michael Kearns is an author at University of Pennsylvania specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	49	84	10.9K
2	Business	27	41	3.1K
3	Education	7	7	1K
4	Language Studies	5	5	738
5	Arts	3	3	124

Michael Kearns

148

Publications

17.4K

Citations

H-Index

Page 1

	Year	Citations
Fairness in Criminal Justice Risk Assessments: The State of the Art Richard A. Berk, Hoda Heidari, Shahin Jabbari, Sociological Methods & Research Public PolicyEngineeringCriminal Justice SystemOffender ClassificationBias	2018	975
Near-Optimal Reinforcement Learning in Polynomial Time Michael Kearns, Satinder Singh Machine Learning	2002	849
Cryptographic limitations on learning Boolean formulae and finite automata Michael Kearns, Leslie G. Valiant Journal of the ACM Circuit ComplexityPac ModelCryptographic PrimitiveEngineeringBoolean Function	1994	738
Efficient noise-tolerant learning from statistical queries Michael Kearns Journal of the ACM EngineeringMachine LearningAlgorithmic LearningLearning AlgorithmStatistical Queries	1998	706
Graphical Models for Game Theory Michael Kearns, Michael L. Littman, Satinder Singh arXiv (Cornell University) Mathematical ProgrammingEngineeringCombinatorial GameGame TheoryNetwork Analysis	2013	563
Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation Michael Kearns, Dana Ron Neural Computation	1999	415
A general lower bound on the number of examples needed for learning Andrzej Ehrenfeucht, David Haussler, Michael Kearns, Information and Computation Artificial IntelligenceMathematics EducationInstance-based LearningEngineeringMachine Learning	1989	414
Proceedings of the 1997 conference on Advances in neural information processing systems 10 Michael I. Jordan, Michael Kearns, Sara A. Solla Artificial IntelligenceIntelligent Information ProcessingEngineeringMachine LearningNeural Networks (Machine Learning)	1998	387
Efficient distribution-free learning of probabilistic concepts Michael Kearns, Robert E. Schapire Journal of Computer and System Sciences Natural Language ProcessingProbabilistic OntologyEngineeringMachine LearningKnowledge Discovery	1994	376
A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes Michael Kearns, Yishay Mansour, Andrew Y. Ng Machine Learning	2002	365

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