Concepedia

Stéphane Boucheron

SB

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Publications

19

Citations

1.8K

H-Index

14

Active since

1988

Affiliations

Université Paris-Sud(Current)

Centre National de la Recherche Scientifique

Universitat Pompeu Fabra

Laboratoire de Probabilités et Modèles Aléatoires

Université Paris Cité

Stéphane Boucheron is an author at Université Paris-Sud specializing in mathematics, probability theory, and stochastic processes.

ORCID

Publications per year

1988–2015

19

Publications

19

Theory of Classification: a Survey of Some Recent Advances

Stéphane Boucheron, Olivier Bousquet, Gábor Lugosi · ESAIM Probability and Statistics · 2005 · 425 citations · Full text

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Model Selection and Error Estimation

Peter L. Bartlett, Stéphane Boucheron, Gábor Lugosi · Machine Learning · 2002 · 295 citations · Full text

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Concentration inequalities using the entropy method

Stéphane Boucheron, Gábor Lugosi, Pascal Massart · The Annals of Probability · 2003 · 253 citations · Full text

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A sharp concentration inequality with applications

Stéphane Boucheron, G�bor Lugosi, Pascal Massart · Random Structures and Algorithms · 2000 · 189 citations

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Noise Injection: Theoretical Prospects

Yves Grandvalet, Stéphane Canu, Stéphane Boucheron · Neural Computation · 1997 · 140 citations

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