PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Stephane Boucheron

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Number of EPrints submitted by this user: 12

Moment inequalities for functions of independent random variables.
Stephane Boucheron, Olivier Bousquet, Gábor Lugosi and Pascal Massart
Annals of Probability Volume 33, Number 2, pp. 514-560, 2005.

Error exponents in AR order testing
Stephane Boucheron and Elisabeth Gassiat
IEEE Transactions Information Theory Volume 52, Number 3, 2006.

Concentration inequalities
Stephane Boucheron, Olivier Bousquet and Gábor Lugosi
In: Machine Learning Summer School 2003 Lecture Notes in Artificial Intelligence , 3176 . (2004) Springer-Verlag , Berlin , pp. 169-207. ISBN 3 540 23122 6

Statistical Learning Theory
Olivier Bousquet, Stephane Boucheron and Gábor Lugosi
In: Machine Learning Summer School 2003} lecture notes artificial intelligence , 3176 . (2004) Springer-Verlag , Berlin , pp. 208-240. ISBN 3-540-23122-6

Theory of classification: some recent advances
Olivier Bousquet, Stephane Boucheron and Gábor Lugosi
ESAIM Probability and Statistics 2004.

Order estimation in Inference in Hidden Markov Models
Stephane Boucheron and Elisabeth Gassiat
In: Inference in Hidden Markov Models Springer Series in Statistics . (2005) Sringer , New York, USA , pp. 565-604. ISBN 978-0387-40264-2

Theory of classification: some recent advances
Stephane Boucheron, Olivier Bousquet and Gábor Lugosi
ESAIM Probability and Statistics Volume 9, pp. 323-375, 2005.

Coding on countably infinite alphabets
Stephane Boucheron, Aurelien Garivier and Elisabeth Gassiat
IEEE Transactions on Information Theory Volume 55, Number 1, pp. 358-373, 2009. ISSN 0018-9448

A A high dimensional Wilks phenomenon.
Stephane Boucheron and Pascal Massart
Probability Theory and Related Fields 2010. ISSN 1432-2064

Concentration Inequalities A Nonasymptotic Theory of Independence
Stephane Boucheron, Gábor Lugosi and Pascal Massart
(2013) Oxford University Press , Oxford, UK . ISBN 9780199535255

Adaptive compression against a countable alphabet.
Dominique Bontemps, Stephane Boucheron and Elisabeth Gassiat
In: 23rd Intern. Meeting on Probabilistic, Combinatorial, and Asymptotic Methods for the Analysis of Algorithms (AofA'12), 18-22 June 2012, Montreal, Canada.

Concentration inequalities for order statistics
Stephane Boucheron and Maud Thomas
Electronic Communications in Probability Volume 17, pp. 1-12, 2012. ISSN 1083-589X