Noisy Low-Rank Matrix Completion via Transformed $L_1$ Regularization and its Theoretical Properties

Kun Zhao, Jiayi Wang, Yifei Lou

This paper focuses on recovering an underlying matrix from its noisy partial entries, a problem commonly known as matrix completion. We delve into the investigation of a non-convex…