The Landscape of Matrix Factorization Revisited

Hossein Valavi, Sulin Liu, Peter J. Ramadge

We revisit the landscape of the simple matrix factorization problem. For low-rank matrix factorization, prior work has shown that there exist infinitely many critical points all of…