Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition

Vivek Bharadwaj, Osman Asif Malik, Riley Murray +2

Candecomp / PARAFAC (CP) decomposition, a generalization of the matrix singular value decomposition to higher-dimensional tensors, is a popular tool for analyzing multidimensional…