Nicolò Cesa-Bianchi

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	All	Since 2016
Citations	22084	11590
h-index	54	37
i10-index	100	78

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Co-authors

Claudio GentileGoogle Research, New York, USAVerified email at google.com
Gabor LugosiICREA and Universitat Pompeu FabraVerified email at upf.edu
Peter AuerMontanuniversität LeobenVerified email at unileoben.ac.at
Paul FischerDTU Compute, Technical University of DenmarkVerified email at dtu.dk
Yoav FreundUCSDVerified email at eng.ucsd.edu
Fabio VitaleUniversity of Lille & INRIA Lille - Nord EuropeVerified email at inria.fr
Alex Conconiformerly at University of Milan, ItalyVerified email at frogdesign.com
Yishay MansourTel Aviv UniversityVerified email at tau.ac.il
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa CruzVerified email at soe.ucsc.edu
Ohad ShamirWeizmann Institute of ScienceVerified email at weizmann.ac.il
Giovanni ZappellaAmazonVerified email at amazon.com
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Sebastien BubeckSr Principal Research Manager, ML Foundations group, Microsoft ResearchVerified email at microsoft.com
Francesco OrabonaAssistant Professor, Boston UniversityVerified email at orabona.com
Noga AlonPrinceton University and Tel Aviv UniversityVerified email at tau.ac.il
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Giorgio ValentiniComputer Science Dept. - University of MilanVerified email at di.unimi.it
Yevgeny SeldinProfessor, Department of Computer Science, University of CopenhagenVerified email at di.ku.dk
Shai Shalev-ShwartzThe Hebrew UniversityVerified email at cs.huji.ac.il
Philip LongGoogleVerified email at google.com

Nicolò Cesa-Bianchi

Professor of Computer Science, Università degli Studi di Milano

Verified email at unimi.it - Homepage

Machine Learning Learning Theory Online Learning Multi-Armed Bandits


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Finite-time analysis of the multiarmed bandit problem P Auer, N Cesa-Bianchi, P Fischer Machine learning 47 (2), 235-256, 2002	5343	2002
Prediction, learning, and games N Cesa-Bianchi, G Lugosi Cambridge University Press, 2006	3504	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	2042	2012
The nonstochastic multiarmed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire SIAM journal on computing 32 (1), 48-77, 2002	2032	2002
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	875	1997
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	854	1995
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	518	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	473	2004
Combinatorial bandits N Cesa-Bianchi, G Lugosi Journal of Computer and System Sciences 78 (5), 1404-1422, 2012	342	2012
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, L Zaniboni The Journal of Machine Learning Research 7, 31-54, 2006	273	2006
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	249	2002
A second-order Perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	226	2005
Improved second-order bounds for prediction with expert advice N Cesa-Bianchi, Y Mansour, G Stoltz Machine Learning 66 (2), 321-352, 2007	192	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	183	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	178	1996
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	170	2010
Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69 (2), 143-167, 2007	166	2007
Bandits with heavy tail S Bubeck, N Cesa-Bianchi, G Lugosi IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013	155	2013
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	145	2013
Worst-case analysis of selective sampling for linear-threshold algorithms N Cesa-Bianchi, C Gentile, A Tironi, L Zaniboni Advances in Neural Information Processing Systems 17, 233-240, 2004	144*	2004

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