Perturbations, Optimization, and Statistics (Hardcover) (ISBN-13: 9780262035644)

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

Author: Tamir Hazan
ISBN-10: 0262035642
ISBN-13: 9780262035644
Publisher: MIT Press
Language: English
Published: 12/23/2016
Pages: 412
Format: Hardcover
Weight: 2.25lbs
Size: 10.10h x 8.00w x 1.10d

About the Author
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.

Alan Yuille is Professor in the Department of Statistics, University of California, Los Angeles.

George Papandreou is a Research Scientist for Google, Inc.

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

Tamir Hazan is Assistant Professor at Technion, Israel Institute of Technology.

Tamir Hazan is Assistant Professor at Technion, Israel Institute of Technology.

Tamir Hazan is Assistant Professor at Technion, Israel Institute of Technology.

Ian Goodfellow is a Research Scientist at Google.

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.