Concentration Inequalities

Concentration Inequalities

by Gabor Lugosi, Stephane Boucheron, Pascal Massart

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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.

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