The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery without Regularization

Shuang Li, Qiuwei Li, Zhihui Zhu +2

Low-rank matrix recovery is a fundamental problem in signal processing and machine learning. A recent very popular approach to recovering a low-rank matrix X is to factorize it as…