Nicolò Cesa-Bianchi

Cited by

	All	Since 2015
Citations	20462	11994
h-index	49	37
i10-index	95	77

2500

1250

625

1875

19971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202076 88 103 72 116 113 148 152 262 350 426 437 604 739 872 971 1179 1439 1688 1882 1768 2050 2401 2199

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
Fabio VitaleUniversity of Lille & INRIA Lille - Nord EuropeVerified email at inria.fr
Yoav FreundUCSDVerified email at eng.ucsd.edu
Alex Conconiformerly at University of Milan, ItalyVerified email at frogdesign.com
Giovanni ZappellaAmazonVerified email at amazon.com
Ohad ShamirWeizmann Institute of ScienceVerified email at weizmann.ac.il
Yishay MansourTel Aviv UniversityVerified email at tau.ac.il
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Manfred K. WarmuthProfessor of Computer Science, University of California at Santa CruzVerified email at ucsc.edu
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa CruzVerified email at soe.ucsc.edu
Sebastien BubeckSr Principal Research Manager, ML Foundations group, Microsoft ResearchVerified email at microsoft.com
Noga AlonPrinceton University and Tel Aviv UniversityVerified email at tau.ac.il
Francesco OrabonaAssistant Professor, Boston UniversityVerified email at orabona.com
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Giorgio ValentiniComputer Science Dept. - University of MilanVerified email at di.unimi.it
Shai Shalev-ShwartzThe Hebrew UniversityVerified email at cs.huji.ac.il
Yevgeny SeldinAssociate Professor, Department of Computer Science, University of CopenhagenVerified email at di.ku.dk

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finite-time analysis of the multiarmed bandit problem P Auer, N Cesa-Bianchi, P Fischer Machine learning 47 (2-3), 235-256, 2002	4977	2002
Prediction, learning, and games N Cesa-Bianchi, G Lugosi Cambridge University Press, 2006	3285	2006
The nonstochastic multiarmed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire SIAM journal on computing 32 (1), 48-77, 2002	1865	2002
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	1850	2012
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	830	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	787	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	490	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	450	2004
Combinatorial bandits N Cesa-Bianchi, G Lugosi Journal of Computer and System Sciences 78 (5), 1404-1422, 2012	294	2012
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, L Zaniboni Journal of Machine Learning Research 7 (Jan), 31-54, 2006	293	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	233	2002
A second-order Perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	215	2005
Improved second-order bounds for prediction with expert advice N Cesa-Bianchi, Y Mansour, G Stoltz Machine Learning 66 (2-3), 321-352, 2007	176	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	174	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	167	1996
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	164	2010
Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69 (2-3), 143-167, 2007	157	2007
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	143*	2004
Bandits with heavy tail S Bubeck, N Cesa-Bianchi, G Lugosi IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013	137	2013
Potential-based algorithms in on-line prediction and game theory N Cesa-Bianchi, G Lugosi Machine Learning 51 (3), 239-261, 2003	137	2003

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

Upload PDF

Follow this author

Cited by

Co-authors