ISBN 9783540484974,Concentration Inequalities and Model Selection

Concentration Inequalities and Model Selection

Rs4237

Publisher

Ingram Publisher Services

Publication Year 2006
ISBN-13

ISBN 9783540484974

ISBN-10 3540484973
Binding

Paperback

Number of Pages 357 Pages
Subject

Probability & statistics

Since the works of Talagrand, concentration inequalities have been recognized as fundamental tools in domains such as geometry of Banach spaces or random combinatorics. This work focuses on non-asymptotic theory for model selection and discusses selected applications to variable selection, change points detection and statistical learning.
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