2 papers
stat.ML2023
Handling The Non-Smooth Challenge in Tensor SVD: A Multi-Objective Tensor Recovery Framework
Jingjing Zheng, Wanglong Lu, Wenzhe Wang +3
Recently, numerous tensor singular value decomposition (t-SVD)-based tensor recovery methods have shown promise in processing visual data, such as color images and videos. However,…
cs.LG2023
A Novel Tensor Factorization-Based Method with Robustness to Inaccurate Rank Estimation
Jingjing Zheng, Wenzhe Wang, Xiaoqin Zhang +1
This study aims to solve the over-reliance on the rank estimation strategy in the standard tensor factorization-based tensor recovery and the problem of a large computational cost…