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Low‐rank approximation of tensors via sparse optimization

Low‐rank approximation of tensors via sparse optimization

Summary The goal of this paper is to find a low‐rank approximation for a given n th tensor. Specifically, we give a computable strategy on calculating the rank of a given tensor, based on approximating the solution to an NP‐hard problem. In this paper, we formulate a sparse optimization problem …