Concentration inequalities : a nonasymptotic theory of independence / by Stephane Boucheron, Gabor Lugosi, Pascal Massart.
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 ide...
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