Title: Statistical Learning Theory and Stochastic Optimization: Ecole d'Et� de Probabilit�s de Saint-Flour XXXI - 2001
Publisher: Springer
Publication Date: 2014
Language: English
ISBN 10: 3662203243
ISBN 13: 9783662203248
Binding: Soft cover
Condition: New

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Synopsis

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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