Concentration Inequalities

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  • Concentration Inequalities Book Detail

  • Author : Stéphane Boucheron
  • Release Date : 2013-02-07
  • Publisher : Oxford University Press
  • Genre : Mathematics
  • Pages : 492
  • ISBN 13 : 0199535256
  • File Size : 91,91 MB

Concentration Inequalities by Stéphane Boucheron PDF Summary

Book Description: Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomena are also presented.

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Concentration Inequalities

Concentration Inequalities

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Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation argumen