Actions for Concentration inequalities : a nonasymptotic theory of independence

Email RIS file
Bookmark
Report an Issue

Concentration inequalities : a nonasymptotic theory of independence / by Stephane Boucheron, Gabor Lugosi, Pascal Massart

Author
Boucheron, Stéphane
Published
Oxford : Oxford University Press, 2013.
Physical Description
1 online resource (480 pages) : illustrations
Additional Creators
Lugosi, Gábor and Massart, Pascal
Access Online

Availability

I Want It
I Want It

Finding items...

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.
Subject(s)
ISBN
9780199535255 (Cloth)
0199535256 (Cloth)
9781299160057 (MyiLibrary)
1299160050 (MyiLibrary)
9780191655500 (electronic bk.)
0191655503 (electronic bk.)
0191747106
9780191747106
Bibliography Note
Includes bibliographical references.
View MARC record | catkey: 43620050