Accurate and fast matrix factorization for low-rank learning

1 code implementation • 21 Apr 2021 • Reza Godaz, Reza Monsefi, Faezeh Toutounian, Reshad Hosseini

In this paper, we tackle two important problems in low-rank learning, which are partial singular value decomposition and numerical rank estimation of huge matrices.

Matrix Factorization / Decomposition Riemannian optimization