Institute for Interdisciplinary Information Sciences, Tsinghua University; Paul G. Allen School of Computer Science and Engineering, University of Washington
Tian Ye, Simon Du
non-convex optimization;theory;global convergence;random initialization
Global Convergence of Gradient Descent for Asymmetric Low-Rank Matrix Factorization