A Generalized CUR decomposition for matrix pairs

Perfect Y. Gidisu, Michiel E. Hochstenbach

We propose a generalized CUR (GCUR) decomposition for matrix pairs $(A,B)$. Given matrices $A$ and $B$ with the same number of columns, such a decomposition provides low-rank appr…