Introduction to Online Convex Optimization, Second Edition

Name: Introduction to Online Convex Optimization, Second Edition
Price: 39.29 USD
Availability: InStock
ISBN: 9780262046985

ISBN-10: 0262046989

ISBN-13: 9780262046985

Edition: N/A

Authors: Elad Hazan

List price: $60.00

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Description:

New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process. In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization. Introduction to Online Convex Optimization presents a robust machine learning approach that contains elements of mathematical optimization, game theory, and learning theory: an optimization method that learns from experience as more aspects of the problem are observed. This view of optimization as a process has led to some spectacular…

Book details

List price: $60.00
Publisher: MIT Press
Publication date: 9/6/2022
Binding: Hardcover
Pages: 248
Size: 6.26" wide x 9.29" long x 0.63" tall
Weight: 1.012
Language: English