Search Results for author: Riley Murray

Found 2 papers, 1 papers with code

Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks

1 code implementation7 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.

Tensor Decomposition Tensor Networks

Newton Polytopes and Relative Entropy Optimization

no code implementations3 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

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