Robust CUR Decomposition: Theory and Imaging Applications

HanQin Cai, Keaton Hamm, Longxiu Huang +1

This paper considers the use of Robust PCA in a CUR decomposition framework and applications thereof. Our main algorithms produce a robust version of column-row factorizations of m…