Provable Non-convex Optimization for Machine Learning Problems

Established: April 4, 2014

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.

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Non-Convex Robust PCA Link description

Non-Convex Robust PCA

Date

August 10, 2015

Speakers

Praneeth Netrapalli

Affiliation

Microsoft