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 provable non-convex optimization


Provable Non-convex Optimization for Machine Learning Problems - Microsoft Research

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In this work, we explore theoretical properties of simple non-convex optimization methods for problems that feature prominently in several important areas such as recommendation systems, compressive sensing, computer vision etc.