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The Concentration of Measure Phenomenon
Language: en
Pages: 194
Authors: Michel Ledoux
Categories: Mathematics
Type: BOOK - Published: 2001 - Publisher: American Mathematical Soc.

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The observation of the concentration of measure phenomenon is inspired by isoperimetric inequalities. This book offers the basic techniques and examples of the
Probability in Banach Spaces
Language: en
Pages: 493
Authors: Michel Ledoux
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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Isoperimetric, measure concentration and random process techniques appear at the basis of the modern understanding of Probability in Banach spaces. Based on the
Concentration Inequalities
Language: en
Pages: 492
Authors: Stéphane Boucheron
Categories: Mathematics
Type: BOOK - Published: 2013-02-07 - Publisher: Oxford University Press

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Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation argumen
Concentration of Measure Inequalities in Information Theory, Communications, and Coding
Language: en
Pages: 256
Authors: Maxim Raginsky
Categories: Computers
Type: BOOK - Published: 2014 - Publisher:

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Concentration of Measure Inequalities in Information Theory, Communications, and Coding focuses on some of the key modern mathematical tools that are used for t
Concentration of Measure for the Analysis of Randomized Algorithms
Language: en
Pages: 213
Authors: Devdatt P. Dubhashi
Categories: Computers
Type: BOOK - Published: 2009-06-15 - Publisher: Cambridge University Press

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Randomized algorithms have become a central part of the algorithms curriculum, based on their increasingly widespread use in modern applications. This book pres