Concepedia

Stéphane Boucheron

SB

18

Publications

1.7K

Citations

14

H-Index

1997

Active since

Affiliations

Université Paris-Sud(Current)

Universitat Pompeu Fabra

Centre National de la Recherche Scientifique

Laboratoire de Recherche en Informatique

Laboratoire de Probabilités et Modèles Aléatoires

Stéphane Boucheron is an author at Université Paris-Sud specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsProbabilityComputer ScienceStatistical InferenceEntropyApproximation TheoryInformationMachine LearningSignal Processing

Publications per year

1997–2015

18

Publications

18

Theory of Classification: a Survey of Some Recent Advances

Stéphane Boucheron, Olivier Bousquet, Gábor Lugosi · ESAIM Probability and Statistics · 2005 · 419 citations · Full text

Engineering, Machine Learning, Biometrics +19

Model Selection and Error Estimation

Peter L. Bartlett, Stéphane Boucheron, Gábor Lugosi · Machine Learning · 2002 · 287 citations · Full text

Parameter Estimation, Uncertainty Quantification, Statistical Inference +3

Concentration inequalities using the entropy method

Stéphane Boucheron, Gábor Lugosi, Pascal Massart · The Annals of Probability · 2003 · 241 citations · Full text

Measure Theory, Concentration-of-measure Inequalities, Engineering +13

A sharp concentration inequality with applications

Stéphane Boucheron, G�bor Lugosi, Pascal Massart · Random Structures and Algorithms · 2000 · 184 citations

Measure Theory, Sharp Concentration Inequality, Engineering +14

Noise Injection: Theoretical Prospects

Yves Grandvalet, Stéphane Canu, Stéphane Boucheron · Neural Computation · 1997 · 135 citations

Model Optimization, Heat Kernel, Engineering +14

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