Statistical Learning Theory and Stochastic Optimization: Ecole d'Et� de Probabilit�s de Saint-Flour XXXI - 2001 - Softcover

Catoni, Olivier

9783662203248: Statistical Learning Theory and Stochastic Optimization: Ecole d'Et� de Probabilit�s de Saint-Flour XXXI - 2001

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ISBN 10: 3662203243 ISBN 13: 9783662203248

Publisher: Springer, 2014

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Universal Lossless Data Compression.- Links Between Data Compression and Statistical Estimation.- Non Cumulated Mean Risk.- Gibbs Estimators.- Randomized Estimators and Empirical Complexity.- Deviation Inequalities.- Markov Chains with Exponential Transitions.- References.- Index.

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PublisherSpringer
Publication date2014
ISBN 10 3662203243
ISBN 13 9783662203248
BindingPaperback
LanguageEnglish
Number of pages292
EditorPicard Jean

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9783540225720: Statistical Learning Theory and Stochastic Optimization: Ecole d'Et� de Probabilit�s de Saint-Flour XXXI - 2001: 1851 (Lecture Notes in Mathematics, 1851)

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Statistical Learning Theory and Stochastic Optimization: Ecole d'Et� de Probabilit�s de Saint-Flour XXXI - 2001

Catoni, Olivier

Published by Springer, 2014

ISBN 10: 3662203243 ISBN 13: 9783662203248

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