An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering

Hui Han Chin, Paul Pu Liang

The power of randomized algorithms in numerical methods have led to fast solutions which use the Singular Value Decomposition (SVD) as a core routine. However, given the large data…