Nicol˛ Cesa-Bianchi
Nicol˛ Cesa-Bianchi
Professor of Computer Science, UniversitÓ degli Studi di Milano
Verified email at unimi.it - Homepage
TitleCited byYear
Finite-time analysis of the multiarmed bandit problem
P Auer, N Cesa-Bianchi, P Fischer
Machine learning 47 (2-3), 235-256, 2002
41772002
Prediction, learning, and games
N Cesa-Bianchi, G Lugosi
Cambridge University Press, 2006
28902006
The nonstochastic multiarmed bandit problem
P Auer, N Cesa-Bianchi, Y Freund, RE Schapire
SIAM journal on computing 32 (1), 48-77, 2002
16042002
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
14442012
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
7981997
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 Scienceá…, 1995
7111995
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
4681997
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
4082004
Incremental algorithms for hierarchical classification
N Cesa-Bianchi, C Gentile, L Zaniboni
Journal of Machine Learning Research 7 (Jan), 31-54, 2006
2802006
Combinatorial bandits
N Cesa-Bianchi, G Lugosi
Journal of Computer and System Sciences 78 (5), 1404-1422, 2012
2512012
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
2152002
A second-order Perceptron algorithm
N Cesa-Bianchi, A Conconi, C Gentile
SIAM Journal on Computing 34 (3), 640-668, 2005
1922005
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
1612006
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
1561996
Improved second-order bounds for prediction with expert advice
N Cesa-Bianchi, Y Mansour, G Stoltz
Machine Learning 66 (2-3), 321-352, 2007
1552007
Linear algorithms for online multitask classification
G Cavallanti, N Cesa-Bianchi, C Gentile
The Journal of Machine Learning Research 11, 2901-2934, 2010
1452010
Tracking the best hyperplane with a simple budget perceptron
G Cavallanti, N Cesa-Bianchi, C Gentile
Machine Learning 69 (2-3), 143-167, 2007
1352007
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
129*2004
Potential-based algorithms in on-line prediction and game theory
N Cesa-Bianchi, G Lugosi
Machine Learning 51 (3), 239-261, 2003
1292003
Characterizations of Learnability for Classes of {0,..., n)-Valued Functions
S Bendavid, N Cesabianchi, D Haussler, PM Long
Journal of Computer and System Sciences 50 (1), 74-86, 1995
1231995
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