Concentration Inequalities
A Nonasymptotic Theory of Independence
Stephane Boucheron
ISBN: | 9780199535255 |
Publisher: | OUP Oxford |
Published: | 7 February, 2013 |
Format: | Hardcover |
Links | Australian Libraries (Trove) |
Concentration Inequalities
A Nonasymptotic Theory of Independence
Stephane Boucheron
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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