Yishay Mansour

Cited by

	All	Since 2020
Citations	39080	17814
h-index	84	52
i10-index	301	190

3900

1950

975

2925

1992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025112 105 159 185 200 186 284 237 246 353 388 558 610 687 690 817 866 925 893 863 971 1052 1134 1193 1306 1488 1784 2277 2889 3195 3406 3722 3900 695

Public access

View all

85 articles

2 articles

available

not available

Based on funding mandates

Co-authors

Eyal Even-DarFinalVerified email at final.co.il
Michael KearnsProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Haim KaplanSchool of Computer Science, Tel Aviv UniversityVerified email at post.tau.ac.il
Mehryar MohriHead, ML Theory, Google Research; Professor, Courant Institute of Mathematical Sciences.Verified email at google.com
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di Milano and Politecnico di MilanoVerified email at unimi.it
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaVerified email at technion.ac.il
Eyal KushilevitzComputer Science Department, TechnionVerified email at cs.technion.ac.il
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Noam NisanProfessor of Computer Science, Hebrew University of JerusalemVerified email at cs.huji.ac.il
David McAllesterProfessor, Toyota Technological Institute at ChicagoVerified email at ttic.edu
avinatan hassidimVerified email at biu.ac.il
Shay KuttenProfessor, TechnionVerified email at technion.ac.il
Yehuda AfekTel Aviv UniversityVerified email at post.tau.ac.il
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Claudio GentileGoogle Research, New York, USAVerified email at google.com
Sham M KakadeHarvard UniversityVerified email at seas.harvard.edu
Ilan KremerHebrew University and University of WarwickVerified email at huji.ac.il
Hugo KrawczykAmazon Web ServicesVerified email at amazon.com
Afshin RostamizadehGoogle ResearchVerified email at google.com

Yishay Mansour

Tel Aviv University

Verified email at tauex.tau.ac.il - Homepage

machine learning reinforcement learning algorithmic game theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Policy Gradient Methods for Reinforcement Learning with Function Approximation. RS Sutton, DA McAllester, S Singh, Y Mansour NIPS, 1999	9327	1999
Domain adaptation: Learning bounds and algorithms Y Mansour, M Mohri, A Rostamizadeh arXiv preprint arXiv:0902.3430, 2009	956	2009
Constant depth circuits, Fourier transform, and learnability N Linial, Y Mansour, N Nisan Journal of the ACM (JACM) 40 (3), 607-620, 1993	933	1993
Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems. E Even-Dar, S Mannor, Y Mansour Journal of machine learning research 7 (6), 2006	825	2006
A sparse sampling algorithm for near-optimal planning in large Markov decision processes M Kearns, Y Mansour, AY Ng Machine learning 49, 193-208, 2002	810	2002
Three approaches for personalization with applications to federated learning Y Mansour, M Mohri, J Ro, AT Suresh arXiv preprint arXiv:2002.10619, 2020	707	2020
Learning rates for Q-learning E Even-Dar, Y Mansour Journal of machine learning Research 5 (Dec), 1-25, 2003	664	2003
Domain adaptation with multiple sources Y Mansour, M Mohri, A Rostamizadeh Advances in neural information processing systems 21, 2008	652	2008
Learning decision trees using the Fourier spectrum E Kushilevitz, Y Mansour Proceedings of the twenty-third annual ACM symposium on Theory of computing …, 1991	628	1991
The shrinking generator D Coppersmith, H Krawczyk, Y Mansour Annual International Cryptology Conference, 22-39, 1993	587	1993
PAC bounds for multi-armed bandit and Markov decision processes E Even-Dar, S Mannor, Y Mansour Computational Learning Theory: 15th Annual Conference on Computational …, 2002	565	2002
A construction of a cipher from a single pseudorandom permutation S Even, Y Mansour Journal of cryptology 10, 151-161, 1997	532	1997
Learning bounds for importance weighting C Cortes, Y Mansour, M Mohri Advances in neural information processing systems 23, 2010	444	2010
Implementing the “wisdom of the crowd” I Kremer, Y Mansour, M Perry Journal of Political Economy 122 (5), 988-1012, 2014	401	2014
Nash Convergence of Gradient Dynamics in General-Sum Games. S Singh, MJ Kearns, Y Mansour UAI, 541-548, 2000	391	2000
Agnostically learning halfspaces AT Kalai, AR Klivans, Y Mansour, RA Servedio SIAM Journal on Computing 37 (6), 1777-1805, 2008	367	2008
On the learnability of discrete distributions M Kearns, Y Mansour, D Ron, R Rubinfeld, RE Schapire, L Sellie Proceedings of the twenty-sixth annual ACM symposium on Theory of computing …, 1994	363	1994
Weakly learning DNF and characterizing statistical query learning using Fourier analysis A Blum, M Furst, J Jackson, M Kearns, Y Mansour, S Rudich Proceedings of the twenty-sixth annual ACM symposium on Theory of computing …, 1994	359	1994
From external to internal regret. A Blum, Y Mansour Journal of Machine Learning Research 8 (6), 2007	355	2007
On the boosting ability of top-down decision tree learning algorithms M Kearns, Y Mansour Proceedings of the twenty-eighth annual ACM symposium on Theory of computing …, 1996	353	1996

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors