Convergence guarantees for a class of non-convex and non-smooth optimization problems

Koulik Khamaru, Martin J. Wainwright

Abstract: Non-convex optimization problems arise frequently in machine learning, including feature selection, structured matrix learning, mixture modeling, and neural network training. We consider the proble...