Boucheron, Stephane / Lugosi, Gabor et al. Concentration Inequalities - A Nonasymptotic Theory of Independence. Sinauer Associates Is an Imprint of Oxford University Press, 2016.

eng

Stephane Boucheron / Gabor Lugosi / Pascal Massart

Concentration Inequalities

A Nonasymptotic Theory of Independence

Sinauer Associates Is an Imprint of Oxford University Press
2016

Taschenbuch
496 Seiten
ISBN 9780198767657

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.

54,50 €

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