Convex And Stochastic Optimization
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Type: BOOK - Published: 2019-04-24 - Publisher: Springer
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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.
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Type: BOOK - Published: 2015-11-12 - Publisher: Foundations and Trends (R) in Machine Learning
This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-b
Language: en
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This textbook provides an introduction to convex duality for optimization problems in Banach spaces, integration theory, and their application to stochastic pro
Language: en
Pages: 744
Pages: 744
Type: BOOK - Published: 2004-03-08 - Publisher: Cambridge University Press
Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how