CUR Algorithm for Partially Observed Matrices

Miao Xu, Rong Jin, Zhi-Hua Zhou

Abstract: CUR matrix decomposition computes the low rank approximation of a given matrix by using the actual rows and columns of the matrix. It has been a very useful tool for handling large matrices. One li...