1 code implementation • 7 Oct 2022 • 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.
no code implementations • 3 Oct 2018 • Riley Murray, Venkat Chandrasekaran, Adam Wierman
When specialized to the context of polynomials, we obtain analysis and computational tools that only depend on the particular monomials that constitute a sparse polynomial.
Optimization and Control