Robust Stochastic Principal Component Analysis

John Goes, Teng Zhang, Raman Arora, Gilad Lerman

Abstract: We consider the problem of finding lower dimensional subspaces in the presence of outliers and noise in the online setting. In particular, we extend previous batch formulations of robust PCA to the...