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

Concentration Inequalities: A Nonasymptotic Theory of Independence

(Bog, Paperback / softback, 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 Paperback / softback
Sprog Engelsk
Udgivelsesdato 28-01-2016
Første udgivelsesår 2016
Illustrationer 8 b/w line drawings
Originalsprog United Kingdom
Sideantal 496
Indbinding Paperback / softback
Forlag Oxford University Press
Sideoplysninger 496 pages, 8 b/w line drawings
Mål 158 x 233 x 27
ISBN-13 / EAN-13 9780198767657