Concentration Inequalities and Model Selection: Ecole D'ete De Probabilites De Saint-flour Xxxiii - 2003 - Lecture Notes in Mathematics / Aecole D'aete De Probabilites De Saint-flour - Pascal Massart - Books - Springer-Verlag Berlin and Heidelberg Gm - 9783540484974 - April 18, 2007
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Pascal Massart
Concentration Inequalities and Model Selection: Ecole D'ete De Probabilites De Saint-flour Xxxiii - 2003 - Lecture Notes in Mathematics / Aecole D'aete De Probabilites De Saint-flour

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Since the works of Talagrand, concentration inequalities have been recognized as fundamental tools in domains such as geometry of Banach spaces or random combinatorics. This work focuses on non-asymptotic theory for model selection and discusses selected applications to variable selection, change points detection and statistical learning.

356 pages, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released April 18, 2007
Original release date 2006
ISBN13 9783540484974
Publishers Springer-Verlag Berlin and Heidelberg Gm
Pages 357
Dimensions 155 × 235 × 20 mm   ·   539 g
Language French  

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