Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD

Kim Batselier, Wenjian Yu, Luca Daniel +1

We propose a new algorithm for the computation of a singular value decomposition (SVD) low-rank approximation of a matrix in the Matrix Product Operator (MPO) format, also called t…