Department of Mathematics, Cornell University, Ithaca, NY 14853, USA; Mathematical Institute, University of Oxford, Oxford, OX2 6GG, UK
Nicolas Boulle, Alex Townsend
Low rank approximation;Randomized SVD;Hilbert--Schmidt operators;Gaussian processes
A generalization of the randomized singular value decomposition