Stéphane Boucheron
Centre National de la Recherche Scientifique(FR)Délégation Paris 7(FR)Université Paris Cité(FR)École Normale Supérieure - PSL(FR)Sorbonne Paris Cité(FR)École Normale Supérieure(BI)Département de mathématiques et applications(FR)Laboratoire de Géologie de l’École Normale Supérieure(FR)
Publications by Year
Research Areas
Machine Learning and Algorithms, Statistical Methods and Inference, Stochastic processes and statistical mechanics, Algorithms and Data Compression, Random Matrices and Applications
Most-Cited Works
- → Concentration Inequalities(2013)1,530 cited
- → Introduction to Statistical Learning Theory(2004)492 cited
- → Theory of Classification: a Survey of Some Recent Advances(2005)421 cited
- → Model Selection and Error Estimation(2002)287 cited
- → Concentration inequalities using the entropy method(2003)242 cited
- → A sharp concentration inequality with applications(2000)184 cited
- → Noise Injection: Theoretical Prospects