Paper ID: 2111.12132

Robust Principal Component Analysis: A Construction Error Minimization Perspective

Kai Liu, Yarui Cao

In this paper we propose a novel optimization framework to systematically solve robust PCA problem with rigorous theoretical guarantee, based on which we investigate very computationally economic updating algorithms.

Submitted: Nov 23, 2021