Nicolò Cesa-Bianchi 个人学术档案

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引用	32881	16569
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Claudio GentileGoogle Research, New York, USA在 google.com 的电子邮件经过验证
Gabor LugosiICREA and Universitat Pompeu Fabra在 upf.edu 的电子邮件经过验证
Peter AuerMontanuniversität Leoben在 unileoben.ac.at 的电子邮件经过验证
Paul FischerDTU Compute, Technical University of Denmark在 dtu.dk 的电子邮件经过验证
Yishay MansourTel Aviv University在 tauex.tau.ac.il 的电子邮件经过验证
Alex ConconiUniversity of Milan, Italy在 frog.co 的电子邮件经过验证
Ohad ShamirWeizmann Institute of Science在 weizmann.ac.il 的电子邮件经过验证
Manfred K. Warmuthvisiting Google Brain在 google.com 的电子邮件经过验证
Robert SchapireMicrosoft Research在 microsoft.com 的电子邮件经过验证
Gilles StoltzCNRS / Université Paris-Saclay / HEC Paris在 hec.fr 的电子邮件经过验证
Giovanni ZappellaAWS在 amazon.com 的电子邮件经过验证
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa Cruz在 soe.ucsc.edu 的电子邮件经过验证
Sebastien BubeckVP GenAI Research, Microsoft AI在 microsoft.com 的电子邮件经过验证
Samy BengioSenior Director, AI and Machine Learning Research, Apple在 apple.com 的电子邮件经过验证
Tom CesariAssistant Professor at University of Ottawa在 uottawa.ca 的电子邮件经过验证
Noga AlonPrinceton University and Tel Aviv University在 tau.ac.il 的电子邮件经过验证
Hanna WallachPartner Research Manager, Microsoft Research在 dirichlet.net 的电子邮件经过验证
Kristen GraumanProfessor of Computer Science, University of Texas at Austin在 cs.utexas.edu 的电子邮件经过验证
Francesco OrabonaAssociate Professor, KAUST在 orabona.com 的电子邮件经过验证
Yevgeny SeldinProfessor, Department of Computer Science, University of Copenhagen在 di.ku.dk 的电子邮件经过验证

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Nicolò Cesa-Bianchi

Professor of Computer Science, Università degli Studi di Milano and Politecnico di Milano

在 unimi.it 的电子邮件经过验证 - 首页

Machine Learning Learning Theory Online Learning Multi-Armed Bandits


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Finite-time analysis of the multiarmed bandit problem P Auer, N Cesa-Bianchi, P Fischer Machine learning 47, 235-256, 2002	8144	2002
Prediction, learning, and games N Cesa-Bianchi, G Lugosi Cambridge University Press, 2006	4871	2006
Regret analysis of stochastic and nonstochastic multi-armed bandit problems S Bubeck, N Cesa-Bianchi Foundations and Trends in Machine Learning 5 (1), 1-122, 2012	3093	2012
The nonstochastic multiarmed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire SIAM journal on computing 32 (1), 48-77, 2002	3028	2002
Proceedings of the 32nd international conference on neural information processing systems S Bengio, HM Wallach, H Larochelle, K Grauman, N Cesa-Bianchi Curran Associates Inc., 2018	1383*	2018
Gambling in a rigged casino: The adversarial multi-armed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire Proceedings of the 36th Annual Symposium on Foundations of Computer Science …, 1995	1173	1995
How to use expert advice N Cesa-Bianchi, Y Freund, D Haussler, DP Helmbold, RE Schapire, ... Journal of the ACM (JACM) 44 (3), 427-485, 1997	989	1997
On the generalization ability of on-line learning algorithms N Cesa-Bianchi, A Conconi, C Gentile IEEE Transactions on Information Theory 50 (9), 2050-2057, 2004	610	2004
Scale-sensitive dimensions, uniform convergence, and learnability N Alon, S Ben-David, N Cesa-Bianchi, D Haussler Journal of the ACM (JACM) 44 (4), 615-631, 1997	595	1997
Combinatorial bandits N Cesa-Bianchi, G Lugosi Journal of Computer and System Sciences 78 (5), 1404-1422, 2012	506	2012
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, A Tironi, L Zaniboni Advances in neural information processing systems 17, 2004	371	2004
Adaptive and self-confident on-line learning algorithms P Auer, N Cesa-Bianchi, C Gentile Journal of Computer and System Sciences 64 (1), 48-75, 2002	330	2002
Bandits with heavy tail S Bubeck, N Cesa-Bianchi, G Lugosi IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013	307	2013
A second-order Perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	252	2005
Improved second-order bounds for prediction with expert advice N Cesa-Bianchi, Y Mansour, G Stoltz Machine Learning 66, 321-352, 2007	240	2007
Hierarchical classification: combining bayes with SVM N Cesa-Bianchi, C Gentile, L Zaniboni Proceedings of the 23rd international conference on Machine learning, 177-184, 2006	215	2006
Boltzmann exploration done right N Cesa-Bianchi, C Gentile, G Lugosi, G Neu Advances in neural information processing systems 30, 2017	213	2017
Worst-case quadratic loss bounds for prediction using linear functions and gradient descent N Cesa-Bianchi, PM Long, MK Warmuth IEEE Transactions on Neural Networks 7 (3), 604-619, 1996	210	1996
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	206	2010
Regret minimization for reserve prices in second-price auctions N Cesa-Bianchi, C Gentile, Y Mansour Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA13), 1190-1204, 2013	192	2013

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