Optimization for Machine Learning
Published on 30. September 2011
Book
Paperback/Softback
512 pages
978-0-262-53776-6 (ISBN)
Description
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.
More details
Series
Language
English
Place of publication
Cambridge
United States
Publishing group
MIT Press Ltd
Target group
Professional and scholarly
US School Grade: From College Freshman to College Graduate Student
Product notice
Paperback (trade)
Illustrations
34 b&w illus.; 68 Illustrations
Dimensions
Height: 254 mm
Width: 203 mm
Thickness: 28 mm
Weight
1082 gr
ISBN-13
978-0-262-53776-6 (9780262537766)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Suvrit Sra | Sebastian Nowozin | Stephen J. Wright
Optimization for Machine Learning
Book
09/2011
MIT Press
€61.90
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Persons
Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.
Stephen J. Wright is Professor of Computer Science at the University of Wisconsin–Madison.
Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.
Stephen J. Wright is Professor of Computer Science at the University of Wisconsin–Madison.
Dimitri P. Bertsekas is Professor of Electrical Engineering and Computer Science at MIT.
Masashi Sugiyama is Associate Professor in the Department of Computer Science at Tokyo Institute of Technology.
Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Léon Bottou is a Research Scientist at NEC Labs America.
Yoshua Bengio is Professor of Computer Science at the Université de Montréal.
Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.
Stephen J. Wright is Professor of Computer Science at the University of Wisconsin–Madison.
Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.
Stephen J. Wright is Professor of Computer Science at the University of Wisconsin–Madison.
Dimitri P. Bertsekas is Professor of Electrical Engineering and Computer Science at MIT.
Masashi Sugiyama is Associate Professor in the Department of Computer Science at Tokyo Institute of Technology.
Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Léon Bottou is a Research Scientist at NEC Labs America.
Yoshua Bengio is Professor of Computer Science at the Université de Montréal.
Editor
Research ScientistMax Planck Institute for Intelligent Systems
ResearcherMicrosoft Research
University of Wisconsin-Madison
Contributions
Research ScientistMax Planck Institute for Intelligent Systems
ResearcherMicrosoft Research
University of Wisconsin-Madison
INRIA - Willow Project-Team
INRIA - Willow Project-Team
INRIA - Willow Project-Team
INRIA - Universite de Rennes 1