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Concentration Inequalities and Model Selection
Language: en
Pages: 343
Authors: Pascal Massart
Categories: Mathematics
Type: BOOK - Published: 2007-04-26 - Publisher: Springer

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Concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also tur
Concentration Inequalities and Model Selection
Language: en
Pages: 337
Authors: Pascal Massart
Categories: Combinatorial probabilities
Type: BOOK - Published: 2007 - Publisher: Springer

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Since the impressive works of Talagrand, concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spac
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 Inequalities
Language: en
Pages: 496
Authors: Stéphane Boucheron
Categories: Mathematics
Type: BOOK - Published: 2013-02-08 - Publisher: OUP Oxford

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Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few
Stochastic Inequalities and Applications
Language: en
Pages: 384
Authors: Evariste Giné
Categories: Mathematics
Type: BOOK - Published: 2003-10-24 - Publisher: Springer Science & Business Media

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Concentration inequalities, which express the fact that certain complicated random variables are almost constant, have proven of utmost importance in many areas