Items related to Perturbations, Optimization, and Statistics

Perturbations, Optimization, and Statistics - Hardcover

Hazan, Tamir; Papandreou, George; Tarlow, Daniel; Yuille, Alan L.; Adams, Ryan

 
9780262035644: Perturbations, Optimization, and Statistics

Synopsis

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

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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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