An Adaptive CUR Algorithm and its Application to Reduced-Order Modeling of Random PDEs

Grishma Palkar, Hessam Babaee

Certain classes of CUR algorithms, also referred to as cross or pseudoskeleton algorithms, are widely used for low-rank matrix approximation when direct access to all matrix entrie…