Sketching Outside the Hilbert Space for the Infinite-Dimensional Randomised SVD

Morgan Lynch-Davies, Marcus Webb

In randomised numerical linear algebra, common choices for distributions of sketch vectors $\omega \in {\mathbb{R}}^n$ are isotropic, so that $\mathbb{E}[\omega {\omega }^T]=I_n$. Unfortunately, the natur…