Concentration Inequalities: A Nonasymptotic Theory Of Independence

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.

• | By (Author): Stephane (Laboratoire De Probabilites Et Modeles Aleatoires, Universite Paris-Diderot) Boucheron
• | Publisher: Oxford University Press
• | Publication Date: Jan 28, 2016
• | Country of Publication: United Kingdom
• | Number of Pages: 496 pages
• | Language: Unknown
• | Binding: Softback
• | ISBN-10: 019876765X
• | ISBN-13: 9780198767657