$e^{\text{RPCA}}$: Robust Principal Component Analysis for Exponential Family Distributions

Xiaojun Zheng, Simon Mak, Liyan Xie +1

Robust Principal Component Analysis (RPCA) is a widely used method for recovering low-rank structure from data matrices corrupted by significant and sparse outliers. These corrupti…