Concentration Inequalities: A Nonasymptotic Theory of Independence (Bog, Hardback, Engelsk) af Stephane ( Boucheron

Concentration Inequalities: A Nonasymptotic Theory of Independence

(Bog, Hardback, Engelsk)
Forfattere: Stephane ( Boucheron, Gabor ( Lugosi, Pascal ( Massart

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Beskrivelse

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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Alle detaljer

Forlag Oxford University Press
Forfattere Stephane ( Boucheron, Gabor ( Lugosi, Pascal ( Massart
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 07-02-2013
Første udgivelsesår 2013
Illustrationer 8 b/w line drawings
Originalsprog United Kingdom
Sideantal 496
Indbinding Hardback
Forlag Oxford University Press
Sideoplysninger 496 pages, 8 b/w line drawings
Mål 240 x 158 x 32
ISBN-13 / EAN-13 9780199535255