Perturbation expansions and error bounds for the truncated singular value decomposition

Trung Vu, Evgenia Chunikhina, Raviv Raich

Truncated singular value decomposition is a reduced version of the singular value decomposition in which only a few largest singular values are retained. This paper presents a nove…