Randomized low-rank approximation of monotone matrix functions

David Persson, Daniel Kressner

This work is concerned with computing low-rank approximations of a matrix function $f(A)$ for a large symmetric positive semi-definite matrix $A$, a task that arises in, e.g., stat…