Online Learning and Online Convex Optimization

Online Learning and Online Convex Optimization
Author :
Publisher : Foundations & Trends
Total Pages : 88
Release :
ISBN-10 : 1601985460
ISBN-13 : 9781601985460
Rating : 4/5 (460 Downloads)

Book Synopsis Online Learning and Online Convex Optimization by : Shai Shalev-Shwartz

Download or read book Online Learning and Online Convex Optimization written by Shai Shalev-Shwartz and published by Foundations & Trends. This book was released on 2012 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online Learning and Online Convex Optimization is a modern overview of online learning. Its aim is to provide the reader with a sense of some of the interesting ideas and in particular to underscore the centrality of convexity in deriving efficient online learning algorithms.


Online Learning and Online Convex Optimization Related Books

Online Learning and Online Convex Optimization
Language: en
Pages: 88
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: Foundations & Trends

DOWNLOAD EBOOK

Online Learning and Online Convex Optimization is a modern overview of online learning. Its aim is to provide the reader with a sense of some of the interesting
Convex Optimization
Language: en
Pages: 744
Authors: Stephen P. Boyd
Categories: Business & Economics
Type: BOOK - Published: 2004-03-08 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how
Lectures on Convex Optimization
Language: en
Pages: 603
Authors: Yurii Nesterov
Categories: Mathematics
Type: BOOK - Published: 2018-11-19 - Publisher: Springer

DOWNLOAD EBOOK

This book provides a comprehensive, modern introduction to convex optimization, a field that is becoming increasingly important in applied mathematics, economic
Optimization for Machine Learning
Language: en
Pages: 509
Authors: Suvrit Sra
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: MIT Press

DOWNLOAD EBOOK

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw
Convex Optimization
Language: en
Pages: 142
Authors: Sébastien Bubeck
Categories: Convex domains
Type: BOOK - Published: 2015-11-12 - Publisher: Foundations and Trends (R) in Machine Learning

DOWNLOAD EBOOK

This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-b