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Nicol˛ Cesa-Bianchi
Nicol˛ Cesa-Bianchi
Professor of Computer Science, UniversitÓ degli Studi di Milano and Politecnico di Milano
Verified email at unimi.it - Homepage
Title
Cited by
Cited by
Year
Finite-time analysis of the multiarmed bandit problem
P Auer, N Cesa-Bianchi, P Fischer
Machine learning 47, 235-256, 2002
75612002
Prediction, learning, and games
N Cesa-Bianchi, G Lugosi
Cambridge University Press, 2006
45502006
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
28932012
The nonstochastic multiarmed bandit problem
P Auer, N Cesa-Bianchi, Y Freund, RE Schapire
SIAM journal on computing 32 (1), 48-77, 2002
27902002
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
1114*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 Scienceá…, 1995
11111995
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
9551997
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
5832004
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
5711997
Combinatorial bandits
N Cesa-Bianchi, G Lugosi
Journal of Computer and System Sciences 78 (5), 1404-1422, 2012
4592012
Incremental algorithms for hierarchical classification
N Cesa-Bianchi, C Gentile, A Tironi, L Zaniboni
Advances in neural information processing systems 17, 2004
3612004
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
3122002
Bandits with heavy tail
S Bubeck, N Cesa-Bianchi, G Lugosi
IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013
2712013
A second-order Perceptron algorithm
N Cesa-Bianchi, A Conconi, C Gentile
SIAM Journal on Computing 34 (3), 640-668, 2005
2492005
Improved second-order bounds for prediction with expert advice
N Cesa-Bianchi, Y Mansour, G Stoltz
Machine Learning 66, 321-352, 2007
2332007
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
2092006
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
2021996
Linear algorithms for online multitask classification
G Cavallanti, N Cesa-Bianchi, C Gentile
The Journal of Machine Learning Research 11, 2901-2934, 2010
1982010
Tracking the best hyperplane with a simple budget perceptron
G Cavallanti, N Cesa-Bianchi, C Gentile
Machine Learning 69, 143-167, 2007
1892007
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
1792013
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