Concentration Inequalities

Concentration Inequalities
Author: Stéphane Boucheron
Publisher: Oxford University Press
Total Pages: 492
Release: 2013-02-07
Genre: Mathematics
ISBN: 0199535256
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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.