Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion

Tensor ring (TR) decomposition, which factorizes a tensor into a sequence of cyclically interconnected third-order TR factors, is a powerful tool to capture the global low-rankness of high-dimensional data. However, the understanding of the physical interpretation of TR factors is not clear. In this...

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Bibliographic Details

Published in:	Knowledge-based systems Vol. 259; p. 110094
Main Authors:	Wu, Peng-Ling, Zhao, Xi-Le, Ding, Meng, Zheng, Yu-Bang, Cui, Lu-Bin, Huang, Ting-Zhu
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 10.01.2023
Subjects:	Interpretable gradient factors Proximal alternating minimization Tensor completion Tensor ring decomposition Tensor completion Proximal alternating minimization Tensor ring decomposition Interpretable gradient factors
ISSN:	0950-7051, 1872-7409
Online Access:	Get full text
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