Optimal Schatten-q and Ky-Fan-k Norm Rate of Low Rank Matrix Estimation

Dong Xia

In this paper, we consider low rank matrix estimation using either matrix-version Dantzig Selector ${\hat{A}}_{\lambda }^d$ or matrix-version LASSO estimator ${\hat{A}}_{\lambda }^L$. We consider sub-Ga…