Riemannian CUR Decompositions for Robust Principal Component Analysis

Keaton Hamm, Mohamed Meskini, HanQin Cai

Robust Principal Component Analysis (PCA) has received massive attention in recent years. It aims to recover a low-rank matrix and a sparse matrix from their sum. This paper propos…