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Stephane Boucheron
Stephane Boucheron
Professor mathematics, Université Paris Cité (ex Paris-Diderot)
Adresse e-mail validée de u-paris.fr - Page d'accueil
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Concentration inequalities
S Boucheron, G Lugosi, O Bousquet
Summer school on machine learning, 208-240, 2003
46542003
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer school on machine learning, 169-207, 2003
8912003
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: Probability and Statistics 9 (1), 323-375, 2005
8742005
Model selection and error estimation
PL Bartlett, S Boucheron, G Lugosi
Machine Learning 48, 85-113, 2002
4932002
Concentration inequalities using the entropy method
S Boucheron, G Lugosi, P Massart
The Annals of Probability 31 (3), 1583-1614, 2003
2852003
A sharp concentration inequality with applications
S Boucheron, G Lugosi, P Massart
Random Structures & Algorithms 16 (3), 277-292, 2000
2712000
Moment inequalities for functions of independent random variables
S Boucheron, O Bousquet, G Lugosi, P Massart
2142005
Noise injection: Theoretical prospects
Y Grandvalet, S Canu, S Boucheron
Neural Computation 9 (5), 1093-1108, 1997
1821997
Optimal error exponents in hidden Markov models order estimation
E Gassiat, S Boucheron
IEEE Transactions on Information Theory 49 (4), 964-980, 2003
912003
Concentration inequalities for order statistics
S Boucheron, M Thomas
862012
Concentration inequalities in the infinite urn scheme for occupancy counts and the missing mass, with applications
A Ben-Hamou, S Boucheron, MI Ohannessian
852017
On concentration of self-bounding functions
S Boucheron, G Lugosi, P Massart
762009
About priority encoding transmission
S Boucheron, MR Salamatian
IEEE Transactions on Information Theory 46 (2), 699-705, 2000
692000
A high-dimensional Wilks phenomenon
S Boucheron, P Massart
Probability theory and related fields 150 (3), 405-433, 2011
662011
A Bernstein-von Mises theorem for discrete probability distributions
S Boucheron, E Gassiat
652009
Coding on countably infinite alphabets
S Boucheron, A Garivier, E Gassiat
IEEE Transactions on Information Theory 55 (1), 358-373, 2008
582008
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
462000
Théories formelles de l\'apprentissage: de l\'approche formelle aux enjeux cognitifs
S Boucheron
Hermès, 1992
34*1992
An information-theoretic perspective on order estimation
S Boucheron, E Gassiat
Inference in hidden Markov models, 565-600, 2005
33*2005
Tail index estimation, concentration and adaptivity
S Boucheron, M Thomas
302015
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