Huan Gui

Huan Gui
Are you Huan Gui?

Claim your profile, edit publications, add additional information:

Contact Details

Huan Gui

Pubs By Year

Pub Categories

Statistics - Machine Learning (1)

Publications Authored By Huan Gui

We present a unified framework for low-rank matrix estimation with nonconvex penalties. We first prove that the proposed estimator attains a faster statistical rate than the traditional low-rank matrix estimator with nuclear norm penalty. Moreover, we rigorously show that under a certain condition on the magnitude of the nonzero singular values, the proposed estimator enjoys oracle property (i. Read More