Stéphane Boucheron

Latest

• Concentration inequalities in the infinite urn scheme foroccupancy counts and the missing mass, with applications
• Discussion of ``Concentration for (regularized) empiricalrisk minimization'' by Sara van de Geer and MartinWainwright [ MR3707417]
• Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition.
• About adaptive coding on countable alphabets: max-stableenvelope classes
• Tail index estimation, concentration and adaptivity
• About adaptive coding on countable alphabets
• Concentration inequalities
• Adaptive compression against a countable alphabet
• Concentration inequalities for order statistics
• Sharp threshold for percolation on expanders
• A high-dimensional Wilks phenomenon
• Coding on countably infinite alphabets
• On concentration of self-bounding functions
• Error exponents for AR order testing
• Moment inequalities for functions of independent randomvariables
• Theory of classification: a survey of some recent advances
• Concentration Inequalities
• Concentration inequalities using the entropy method
• Introduction to Statistical Learning Theory
• Optimal error exponents in hidden Markov models orderestimation
• Problèmes informatiques et techniques probabilistes
• Bins and balls: large deviations of the empirical occupancyprocess
• Model Selection and Error Estimation
• Problèmes d'informatique fondamentale. Voyages au pays de l'informatique fondamentale au gré de problm̀es de concours.
• A sharp concentration inequality with applications
• About priority encoding transmission
• Model Selection and Error Estimation
• An urn model from learning theory
• Noise Injection: Theoretical Prospects
• De la représentation à la validation~: lagénéralisation dans les réseaux de neurones
• Control of complexity in learning with perturbed inputs
• Sur les traces de l'apprentissage
• Algorithmique parallèle
• Théorie de l'apprentissage, de l'appoche formele aux enjeux cognitifs
• Some remarks about space-complexity of learning, & circuitcomplexity of recognizing
• Bruit et apprentissage
• Apprentissage et calculs
• Learnability in the Presence of Noise