Randomized low-rank approximation of parameter-dependent matrices

Daniel Kressner, Hei Yin Lam

This work considers the low-rank approximation of a matrix $A(t)$ depending on a parameter $t$ in a compact set $D\subset {\mathbb{R}}^d$. Application areas that give rise to such p…