Low-Rank Tensor Completion by Sum of Tensor Nuclear Norm Minimization

Low-Rank Tensor Completion by Sum of Tensor Nuclear Norm Minimization

In this paper, we study the problem of low-rank tensor completion with the purpose of recovering a low-rank tensor from a tensor with partial observed items. To date, there are several different definitions of tensor ranks. We focus the study on the low tubal rank tensor completion task. Previous wo...

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Bibliographic Details
Main Authors: Yaru Su, Xiaohui Wu, Wenxi Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Tensor completion
tensor-tensor product
tensor SVD
tensor nuclear norm
sum of tensor nuclear norm
convex optimization
Online Access:https://ieeexplore.ieee.org/document/8830401/

Internet

https://ieeexplore.ieee.org/document/8830401/

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