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Add to list Added to list Concentration Inequalities: A Nonasymptotic Theory of Independence
Stephane Boucheron (Laboratoire de Probabilites et Modeles Aleatoires, Universite Paris-Diderot),Gabor Lugosi (ICREA Research Professor, Pompeu Fabra University),Pascal Massart (Laboratoire de Mathematiques, Universite Paris Sud and Institut Universitaire de France)
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…
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