Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization

Xiao Fu, Shahana Ibrahim, Hoi-To Wai +2

This work considers the problem of computing the canonical polyadic decomposition (CPD) of large tensors. Prior works mostly leverage data sparsity to handle this problem, which is…