Provable Non-convex Optimization for Machine Learning Problems

成立时间: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.

Monographs:

  • Non-convex Optimization for Machine Learning
    Foundations and Trends in Machine Learning, Official Site, Arxiv

Talks: