Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks

Osman Asif Malik, Vivek Bharadwaj, Riley Murray

We show how to develop sampling-based alternating least squares (ALS) algorithms for decomposition of tensors into any tensor network (TN) format. Provided the TN format satisfies…