Stephane Boucheron
Stephane Boucheron
Professor mathematics, université Paris-Diderot
Verified email at univ-paris-diderot.fr - Homepage
TitleCited byYear
Concentration inequalities: A nonasymptotic theory of independence
S Boucheron, G Lugosi, P Massart
Oxford university press, 2013
16562013
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: Probability and Statistics 9 (1), 323-375, 2005
5622005
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer School on Machine Learning, 169-207, 2003
4792003
Model selection and error estimation
PL Bartlett, S Boucheron, G Lugosi
Machine Learning 48 (1-3), 85-113, 2002
3682002
Concentration inequalities using the entropy method
S Boucheron, G Lugosi, P Massart
The Annals of Probability 31 (3), 1583-1614, 2003
2272003
A sharp concentration inequality with applications
S Boucheron, G Lugosi, P Massart
Random Structures & Algorithms 16 (3), 277-292, 2000
2182000
Concentration inequalities
S Boucheron, G Lugosi, O Bousquet
Summer School on Machine Learning, 208-240, 2003
2162003
Moment inequalities for functions of independent random variables
S Boucheron, O Bousquet, G Lugosi, P Massart
The Annals of Probability 33 (2), 514-560, 2005
1462005
Noise injection: Theoretical prospects
Y Grandvalet, S Canu, S Boucheron
Neural Computation 9 (5), 1093-1108, 1997
1011997
Optimal error exponents in hidden Markov models order estimation
E Gassiat, S Boucheron
IEEE Transactions on Information Theory 49 (4), 964-980, 2003
782003
About priority encoding transmission
S Boucheron, MR Salamatian
IEEE Transactions on Information Theory 46 (2), 699-705, 2000
662000
A high-dimensional Wilks phenomenon
S Boucheron, P Massart
Probability theory and related fields 150 (3), 405-433, 2011
572011
A Bernstein-von Mises theorem for discrete probability distributions
S Boucheron, E Gassiat
Electronic journal of statistics 3, 114-148, 2009
542009
Concentration inequalities for order statistics
S Boucheron, M Thomas
Electronic Communications in Probability 17, 2012
492012
On concentration of self-bounding functions
S Boucheron, G Lugosi, P Massart
Electronic Journal of Probability 14, 1884-1899, 2009
452009
Coding on countably infinite alphabets
S Boucheron, A Garivier, E Gassiat
IEEE Transactions on Information Theory 55 (1), 358-373, 2008
392008
On the fluctuations of the giant component
D Barraez, S Boucheron, W Fernandez De La Vega
Combinatorics, Probability and Computing 9 (04), 287-304, 2000
362000
Concentration inequalities in the infinite urn scheme for occupancy counts and the missing mass, with applications
A Ben-Hamou, S Boucheron, MI Ohannessian
Bernoulli 23 (1), 249-287, 2017
312017
Théories formelles de l\'apprentissage: de l\'approche formelle aux enjeux cognitifs
S Boucheron
Hermès, 1992
27*1992
Bins and balls; Large deviations of the empirical occupancy process
S Boucheron, F Gamboa, C Léonard
The Annals of Applied Probability 12 (2), 607-636, 2002
262002
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Articles 1–20