Concentration Inequalities: A Nonasymptotic Theory of Independence
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Book Overview
Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Roughly speaking, if a function of many independent random variables does not depend too much on any of the variables then it is concentrated in...
Format:Paperback
Language:English
ISBN:019876765X
ISBN13:9780198767657
Release Date:April 2016
Publisher:Oxford University Press
Length:496 Pages
Weight:1.67 lbs.
Dimensions:1.0" x 6.2" x 9.3"
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