Daniel Tarlow Books

Perturbations Optimization and Statistics
Perturbations Optimization and Statistics
Perturbations Optimization and Statistics
Perturbations Optimization and Statistics
Perturbations, Optimization, and Statistics
Perturbations, Optimization, and Statistics

By Daniel Tarlow, George Papandreou, Tamir Hazan

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A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.In nearly all machine learning, decisions must be...

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