Robust Principal Component Analysis: A Construction Error Minimization Perspective
Machine Learning
2021-11-25 v1
Abstract
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.
Cite
@article{arxiv.2111.12132,
title = {Robust Principal Component Analysis: A Construction Error Minimization Perspective},
author = {Kai Liu and Yarui Cao},
journal= {arXiv preprint arXiv:2111.12132},
year = {2021}
}
Comments
13 pages, 2 figures