Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices

作者：Xu Chen, Weiwei Xu, Kaili Jing · 发表于：National Science Review · 年份：2023 · DOI：10.1093/nsr/nwad083 · 被引用次数：18 · 研究领域：Matrix Theory and Algorithms、Sparse and Compressive Sensing Techniques、Electromagnetic Scattering and Analysis

This perspective focuses on the fast algorithm design for singular value decomposition and inverse computation of nearly low-rank matrices that are potentially of big sizes.