Randomized Algorithms for Solving Singular Value Decomposition Problems with Matlab Toolbox

Xiaowen Li

This thesis gives an overview of the state-of-the-art randomized linear algebra algorithms for singular value decomposition (SVD), including the presentation of existing pseudo-cod…