Perturbations, Optimization, and Statistics (Neural Information Processing series)

ISBN 10: 0262035642 ISBN 13: 9780262035644
Published by The MIT Press, 2016
New hardcover

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Synopsis:

A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.

About the Authors: Tamir Hazan is Assistant Professor at Technion, Israel Institute of Technology.

George Papandreou is a Research Scientist for Google, Inc.

Daniel Tarlow is a Researcher at Microsoft Research Cambridge, UK.

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Bibliographic Details

Title: Perturbations, Optimization, and Statistics ...
Publisher: The MIT Press
Publication Date: 2016
Binding: hardcover
Condition: New

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