Guarantees of Riemannian Optimization for Low Rank Matrix Recovery

Ke Wei, Jian-Feng Cai, Tony F. Chan +1

We establish theoretical recovery guarantees of a family of Riemannian optimization algorithms for low rank matrix recovery, which is about recovering an $m\times n$ rank $r$ matri…