Search Results for author: Guang-Jing Song

Found 2 papers, 0 papers with code

Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem

no code implementations17 Oct 2021 Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song, Yu-Bang Zheng, Ting-Zhu Huang

In this paper, by leveraging the superior expression of the fully-connected tensor network (FCTN) decomposition, we propose a $\textbf{FCTN}$-based $\textbf{r}$obust $\textbf{c}$onvex optimization model (RC-FCTN) for the RTC problem.

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Tensor Completion by Multi-Rank via Unitary Transformation

no code implementations16 Dec 2020 Guang-Jing Song, Michael K. Ng, Xiongjun Zhang

The main aim of this paper is to study $n_1 \times n_2 \times n_3$ third-order tensor completion based on transformed tensor singular value decomposition, and provide a bound on the number of required sample entries.

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