Concentration inequalities a nonasymptotic theory of independence
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...
Main Authors: | , , |
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Format: | eBook |
Language: | English |
Published: |
Oxford
Oxford University Press
2013, 2013
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Subjects: | |
Online Access: | |
Collection: | Oxford University Press - Collection details see MPG.ReNa |
Summary: | 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 |
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Physical Description: | 1 online resource illustrations |
ISBN: | 9780191747106 |