Non-convex Optimization for Machine Learning

Jain, P; Kar, P

Jain, P (reprint author), Microsoft Res India, Bengaluru, India.

FOUNDATIONS AND TRENDS IN MACHINE LEARNING, 2017; 10 (3-4): 142

Abstract

A vast majority of machine learning algorithms train their models and perform inference by solving optimization problems. In order to capture the lear......

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