Low-rank matrix recovery via nonconvex optimization methods with application to errors-in-variables matrix regression

Xin Li, Dongya Wu

We consider the nonconvex regularized method for low-rank matrix recovery. Under the assumption on the singular values of the parameter matrix, we provide the recovery bound for an…