Statistical Learning Theory and Stochastic Optimization

Statistical Learning Theory and Stochastic Optimization
Author: Olivier Picard Jean Catoni
Publisher:
Total Pages: 292
Release: 2014-01-15
Genre:
ISBN: 9783662203248


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Statistical Learning Theory and Stochastic Optimization
Language: en
Pages: 292
Authors: Olivier Picard Jean Catoni
Categories:
Type: BOOK - Published: 2014-01-15 - Publisher:

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Statistical Learning Theory and Stochastic Optimization
Language: en
Pages: 278
Authors: Olivier Catoni
Categories: Mathematics
Type: BOOK - Published: 2004-08-30 - Publisher: Springer

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Statistical learning theory is aimed at analyzing complex data with necessarily approximate models. This book is intended for an audience with a graduate backgr
Statistical learning theory and stochastic optimization
Language: en
Pages: 290
Authors: Olivier Catoni
Categories:
Type: BOOK - Published: 2004 - Publisher: Springer Science & Business Media

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Stochastic Optimization for Multi-Agent Statistical Learning and Control
Language: en
Pages: 0
Authors: Alec Koppel
Categories:
Type: BOOK - Published: 2017 - Publisher:

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The goal of this thesis is to develop a mathematical framework for optimal, accurate, and affordable complexity statistical learning among networks of autonomou
First-order and Stochastic Optimization Methods for Machine Learning
Language: en
Pages: 591
Authors: Guanghui Lan
Categories: Mathematics
Type: BOOK - Published: 2020-05-15 - Publisher: Springer Nature

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This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.