Concepedia

Michael Kearns

MK

Statistics

Publications

148

Citations

17.6K

H-Index

67

Active since

1987

Affiliations

University of Pennsylvania(Current)

AT&T (United States)

California University of Pennsylvania

Tel Aviv University

Philadelphia University

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

Publications per year

1987–2023

148

Publications

148

Fairness in Criminal Justice Risk Assessments: The State of the Art

Richard A. Berk, Hoda Heidari, Shahin Jabbari et al. · Sociological Methods & Research · 2018 · 992 citations

Social Sciences, Criminal Law, Criminology +12

Near-Optimal Reinforcement Learning in Polynomial Time

Michael Kearns, Satinder Singh · Machine Learning · 2002 · 858 citations · Full text

Computing, Computer Science, Mathematics +14

Cryptographic limitations on learning Boolean formulae and finite automata

Michael Kearns, Leslie G. Valiant · Journal of the ACM · 1994 · 744 citations · Full text

Computing, Computer Science, Mathematics +17

Efficient noise-tolerant learning from statistical queries

Michael Kearns · Journal of the ACM · 1998 · 712 citations · Full text

Computing, Computer Science, Machine Learning +4

Graphical Models for Game Theory

Michael Kearns, Michael L. Littman, Satinder Singh · arXiv (Cornell University) · 2013 · 574 citations · Full text

Social Sciences, Computer Science, Mathematics +16

1–5 of 148