Concentration Inequalities

A Nonasymptotic Theory of Independence

Edición de la obra Concentration Inequalities

Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomena are also presented.