A Sharp Concentration Inequality with Applications

scientific article published in 2000

A high-dimensional Wilks phenomenon

About Adaptive Coding on Countable Alphabets

About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes

An urn model from learning theory

scholarly article by Stéphane Boucheron & Danièle Gardy published January 1997 in Random Structures and Algorithms

Basic Inequalities

Basic Information Inequalities

Bins and balls; Large deviations of the empirical occupancy process

Bounding the Variance

Concentration Inequalities

Concentration Inequalities

Concentration and Isoperimetry

Concentration inequalities for order statistics

Concentration inequalities using the entropy method

article published in 2003

Influences and Threshold Phenomena

Introduction

Introduction to Statistical Learning Theory

article published in 2004

Isoperimetry on the Hypercube and Gaussian Spaces

Logarithmic Sobolev Inequalities

Model Selection and Error Estimation

article

Moment Inequalities

Moment inequalities for functions of independent random variables

Noise Injection: Theoretical Prospects

On concentration of self-bounding functions

Sharp threshold for percolation on expanders

The Entropy Method

The Expected Value of Suprema of Empirical Processes

The Transportation Method

The Variance of Suprema of Empirical Processes

Theory of Classification: a Survey of Some Recent Advances

Φ-Entropies