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Concentration Inequalities
Author
St^d'ephane Boucheron
,G^d'abor Lugosi (, Icrea Research Professor, Pompeu Fabra University)
,Pascal Massart (, Laboratoire De Math^d'ematiques, Universit^d'e Paris Sud And Institut Universitaire
An accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. This book introduces key ideas and presents a detailed summary of the state-of-the-art in the area, making it ideal for independent learning and as a reference.
