Multiresolution Low-rank Tensor Formats

© 2020 Society for Industrial and Applied Mathematics. We describe a simple, black-box compression format for tensors with a multiscale structure. By representing the tensor as a sum of compressed tensors defined on increasingly coarse grids, we capture low-rank structures on each grid-scale, and we...

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Bibliographic Details
Main Authors: Mickelin, Oscar, Karaman, Sertac
Format: Article
Language:English
Published: Society for Industrial & Applied Mathematics (SIAM) 2021
Online Access:https://hdl.handle.net/1721.1/135371