Some Remarks About Space-Complexity of Learning, and Circuit Complexity of Recognizing. - Stéphane Boucheron; Jean Sallantin (COLT, 1988)

Learnability in the Presence of Noise. - Stéphane Boucheron; Jean Sallantin (EWSL, 1988)

Control of complexity in learning with perturbed inputs. - Yves Grandvalet; Stéphane Canu; Stéphane Boucheron (ESANN, 1995)

Noise Injection: Theoretical Prospects. - Yves Grandvalet; Stéphane Canu; Stéphane Boucheron (Neural Comput., 1997)

An urn model from learning theory. - Stéphane Boucheron; Danièle Gardy (Random Struct. Algorithms, 1997)

On The Fluctuations Of The Giant Component. - Daniel Barraez; Stéphane Boucheron; Wenceslas Fernandez de la Vega (Comb. Probab. Comput., 2000)

A sharp concentration inequality with applications. - Stéphane Boucheron; Gábor Lugosi; Pascal Massart (Random Struct. Algorithms, 2000)

About priority encoding transmission. - Stéphane Boucheron; Mohammad Reza Salamatian (IEEE Trans. Inf. Theory, 2000)

On The Independence Number Of Random Interval Graphs. - Stéphane Boucheron; Wenceslas Fernandez de la Vega (Comb. Probab. Comput., 2001)

On A Square Packing Problem. - Stéphane Boucheron; Wenceslas Fernandez de la Vega (Comb. Probab. Comput., 2002)

Model Selection and Error Estimation. - Peter L. Bartlett; Stéphane Boucheron; Gábor Lugosi (Mach. Learn., 2002)

Concentration Inequalities. - Stéphane Boucheron; Gábor Lugosi; Olivier Bousquet (Advanced Lectures on Machine Learning, 2003)

Introduction to Statistical Learning Theory. - Olivier Bousquet; Stéphane Boucheron; Gábor Lugosi (Advanced Lectures on Machine Learning, 2003)

Optimal error exponents in hidden Markov models order estimation. - Elisabeth Gassiat; Stéphane Boucheron (IEEE Trans. Inf. Theory, 2003)

Error exponents for AR order testing. - Stéphane Boucheron; Elisabeth Gassiat (IEEE Trans. Inf. Theory, 2006)

Coding on Countably Infinite Alphabets. - Stéphane Boucheron; Aurélien Garivier; Elisabeth Gassiat (IEEE Trans. Inf. Theory, 2009)

Concentration Inequalities - A Nonasymptotic Theory of Independence. - Stéphane Boucheron; Gábor Lugosi; Pascal Massart (Concentration Inequalities, 2013)

About Adaptive Coding on Countable Alphabets. - Dominique Bontemps; Stéphane Boucheron; Elisabeth Gassiat (IEEE Trans. Inf. Theory, 2014)

About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes. - Stéphane Boucheron; Elisabeth Gassiat; Mesrob I. Ohannessian (IEEE Trans. Inf. Theory, 2015)

Pattern Coding Meets Censoring: (almost) Adaptive Coding on Countable Alphabets. - Anna Ben-Hamou; Stéphane Boucheron; Elisabeth Gassiat (CoRR, 2016)