Yishay Mansour

Cited by

	All	Since 2016
Citations	25500	11306
h-index	71	44
i10-index	235	138

3400

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2550

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Michael KearnsProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Eyal Even-DarFinalVerified email at final.co.il
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Eyal KushilevitzComputer Science Department, TechnionVerified email at cs.technion.ac.il
Haim KaplanSchool of Computer Science, Tel Aviv UniversityVerified email at post.tau.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
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ Nvidia ResearchVerified email at technion.ac.il
Yehuda AfekTel Aviv UniversityVerified email at post.tau.ac.il
Shay KuttenProfessor, TechnionVerified email at technion.ac.il
David McAllesterProfessor, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Mehryar MohriHead, Learning Theory Team, Google Research; Professor, Courant Institute of Mathematical SciencesVerified email at google.com
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoVerified email at unimi.it
avinatan hassidimVerified email at biu.ac.il
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Claudio GentileGoogle Research, New York, USAVerified email at google.com
Yoav FreundUCSDVerified email at eng.ucsd.edu
Hugo KrawczykIBM ResearchVerified email at us.ibm.com
Ilan KremerHebrew University and University of WarwickVerified email at huji.ac.il
Sham M KakadeUniversity of WashingtonVerified email at cs.washington.edu

Yishay Mansour

Tel Aviv University

Verified email at tau.ac.il - Homepage

machine learning reinforcement learning algorithmic game theory communication networks online algorithms


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	3925	1999
Constant depth circuits, Fourier transform, and learnability N Linial, Y Mansour, N Nisan Journal of the ACM (JACM) 40 (3), 607-620, 1993	756	1993
Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis Journal of artificial intelligence research 24, 195-220, 2005	748	2005
A sparse sampling algorithm for near-optimal planning in large Markov decision processes M Kearns, Y Mansour, AY Ng Machine learning 49 (2-3), 193-208, 2002	636	2002
A learned representation for artistic style V Dumoulin, J Shlens, M Kudlur arXiv preprint arXiv:1610.07629, 2016	527	2016
The option-critic architecture PL Bacon, J Harb, D Precup Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017	519	2017
Learning decision trees using the Fourier spectrum E Kushilevitz, Y Mansour SIAM Journal on Computing 22 (6), 1331-1348, 1993	504	1993
The shrinking generator D Coppersmith, H Krawczyk, Y Mansour Annual International Cryptology Conference, 22-39, 1993	494	1993
Domain adaptation: Learning bounds and algorithms Y Mansour, M Mohri, A Rostamizadeh arXiv preprint arXiv:0902.3430, 2009	452	2009
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 (Jun), 1079-1105, 2006	421	2006
Learning rates for Q-learning E Even-Dar, Y Mansour Journal of machine learning Research 5 (Dec), 1-25, 2003	369	2003
A construction of a cipher from a single pseudorandom permutation S Even, Y Mansour Journal of cryptology 10 (3), 151-161, 1997	357*	1997
Domain adaptation with multiple sources Y Mansour, M Mohri, A Rostamizadeh Advances in neural information processing systems 21, 1041-1048, 2008	351	2008
PAC bounds for multi-armed bandit and Markov decision processes E Even-Dar, S Mannor, Y Mansour International Conference on Computational Learning Theory, 255-270, 2002	343	2002
Fpnn: Field probing neural networks for 3d data Y Li, S Pirk, H Su, CR Qi, LJ Guibas Advances in Neural Information Processing Systems 29, 307-315, 2016	328*	2016
Nash Convergence of Gradient Dynamics in General-Sum Games. SP Singh, MJ Kearns, Y Mansour UAI, 541-548, 2000	318	2000
An Ω(D\log(N/D)) lower bound for broadcast in radio networks E Kushilevitz, Y Mansour SIAM journal on Computing 27 (3), 702-712, 1998	318*	1998
On the boosting ability of top–down decision tree learning algorithms M Kearns, Y Mansour Journal of Computer and System Sciences 58 (1), 109-128, 1999	300	1999
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	291	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	271	1994

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