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