Concepedia

Nicolò Cesa‐Bianchi

NC

Statistics

Publications

89

Citations

14K

H-Index

40

Active since

1992

Affiliations

University of Milan(Current)

University of Insubria

University of California, Santa Cruz

Universitat Pompeu Fabra

Tel Aviv University

Nicolò Cesa‐Bianchi is an author at University of Milan specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePredictive AnalyticsKnowledge DiscoveryProbabilitySupervised LearningPattern RecognitionGame Theory

Publications per year

1992–2021

89

Publications

89

Finite-time Analysis of the Multiarmed Bandit Problem

Peter Auer, Nicolò Cesa‐Bianchi, Paul Fischer · Machine Learning · 2002 · 5.7K citations

The Nonstochastic Multiarmed Bandit Problem

Peter Auer, Nicolò Cesa‐Bianchi, Yoav Freund et al. · SIAM Journal on Computing · 2002 · 2.2K citations

Mathematical Programming, Bandit Problem, Engineering +13

How to use expert advice

Nicolò Cesa‐Bianchi, Yoav Freund, David Haussler et al. · Journal of the ACM · 1997 · 642 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

On the Generalization Ability of On-Line Learning Algorithms

Nicolò Cesa‐Bianchi, Alex Conconi, Claudio Gentile · IEEE Transactions on Information Theory · 2004 · 442 citations

Artificial Intelligence, Large Deviations, Engineering +21

Scale-sensitive dimensions, uniform convergence, and learnability

Noga Alon, Shai Ben-David, Nicolò Cesa‐Bianchi et al. · Journal of the ACM · 1997 · 341 citations · Full text

Engineering, Machine Learning, Algorithmic Learning +16

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