Precision-induced Adaptive Randomized Low-Rank Approximation for SVD and Matrix Inversion

Weiwei Xu, Weijie Shen, Zhengjian Bai +1

Singular value decomposition (SVD) and matrix inversion are ubiquitous in scientific computing. Both tasks are computationally demanding for large scale matrices. Existing algorith…