Xin, Yu, Ph. D. Massachusetts Institute of Technology
(Massachusetts Institute of Technology, 2012)
We consider collaborative filtering methods for matrix completion. A typical approach is to find a low rank matrix that matches the observed ratings. However, the corresponding problem has local optima. In this thesis, we ...