Nicolò Cesa-Bianchi

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Claudio GentileGoogle Research, New York, USAAdresse e-mail validée de google.com
Gabor LugosiICREA and Universitat Pompeu FabraAdresse e-mail validée de upf.edu
Peter AuerMontanuniversität LeobenAdresse e-mail validée de unileoben.ac.at
Paul FischerDTU Compute, Technical University of DenmarkAdresse e-mail validée de dtu.dk
Yishay MansourTel Aviv UniversityAdresse e-mail validée de tauex.tau.ac.il
Yoav FreundUCSDAdresse e-mail validée de eng.ucsd.edu
Alex ConconiUniversity of Milan, ItalyAdresse e-mail validée de frogdesign.com
Ohad ShamirWeizmann Institute of ScienceAdresse e-mail validée de weizmann.ac.il
Manfred K. Warmuthvisiting Google BrainAdresse e-mail validée de google.com
Robert SchapireMicrosoft ResearchAdresse e-mail validée de microsoft.com
Giovanni ZappellaAmazonAdresse e-mail validée de amazon.com
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa CruzAdresse e-mail validée de soe.ucsc.edu
Sebastien BubeckSr Principal Research Manager, ML Foundations group, Microsoft ResearchAdresse e-mail validée de microsoft.com
Samy BengioSenior Director, AI and Machine Learning Research, AppleAdresse e-mail validée de apple.com
Noga AlonPrinceton University and Tel Aviv UniversityAdresse e-mail validée de tau.ac.il
Francesco OrabonaAssociate Professor, KAUSTAdresse e-mail validée de orabona.com
Hanna WallachPartner Research Manager, Microsoft ResearchAdresse e-mail validée de dirichlet.net
Kristen GraumanProfessor of Computer Science, University of Texas at AustinAdresse e-mail validée de cs.utexas.edu
Tom CesariAssistant Professor at University of OttawaAdresse e-mail validée de uottawa.ca
Yevgeny SeldinProfessor, Department of Computer Science, University of CopenhagenAdresse e-mail validée de di.ku.dk

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Nicolò Cesa-Bianchi

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

Adresse e-mail validée de unimi.it - Page d'accueil

Machine Learning Learning Theory Online Learning Multi-Armed Bandits


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Finite-time analysis of the multiarmed bandit problem P Auer, N Cesa-Bianchi, P Fischer Machine learning 47, 235-256, 2002	7709	2002
Prediction, learning, and games N Cesa-Bianchi, G Lugosi Cambridge University Press, 2006	4636	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	2946	2012
The nonstochastic multiarmed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire SIAM journal on computing 32 (1), 48-77, 2002	2865	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	1138*	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	1124	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	963	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	587	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	574	1997
Combinatorial bandits N Cesa-Bianchi, G Lugosi Journal of Computer and System Sciences 78 (5), 1404-1422, 2012	475	2012
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, A Tironi, L Zaniboni Advances in neural information processing systems 17, 2004	364	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	317	2002
Bandits with heavy tail S Bubeck, N Cesa-Bianchi, G Lugosi IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013	280	2013
A second-order Perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	249	2005
Improved second-order bounds for prediction with expert advice N Cesa-Bianchi, Y Mansour, G Stoltz Machine Learning 66, 321-352, 2007	235	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	211	2006
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	206	1996
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	204	2010
Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69, 143-167, 2007	192	2007
Boltzmann exploration done right N Cesa-Bianchi, C Gentile, G Lugosi, G Neu Advances in neural information processing systems 30, 2017	186	2017

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