A Sampling-Based Method for Tensor Ring DecompositionDownload PDFOpen Website

Osman Asif Malik, Stephen Becker

2021 (modified: 07 Sept 2021)ICML 2021Readers: Everyone
Abstract: We propose a sampling-based method for computing the tensor ring (TR) decomposition of a data tensor. The method uses leverage score sampled alternating least squares to fit the TR cores in an iter...
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