Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruption

6 May 2023

Papers citing "Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruption"

7 / 7 papers shown

Title
Outlier-aware Tensor Robust Principal Component Analysis with Self-guided Data Augmentation Yangyang Xu Kexin Li Li Yang You-wei Wen 17 0 0 25 Apr 2025
Property Inheritance for Subtensors in Tensor Train Decompositions HanQin Cai Longxiu Huang 31 0 0 15 Apr 2025
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 37 0 0 20 Jan 2025
Robust Low-rank Tensor Train Recovery Zhen Qin Zhihui Zhu 32 0 0 19 Oct 2024
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition Zhen Qin Zhihui Zhu 57 4 0 10 Jun 2024
On the Robustness of Cross-Concentrated Sampling for Matrix Completion HanQin Cai Longxiu Huang Chandra Kundu Bowen Su 19 4 0 28 Jan 2024
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm Canyi Lu Jiashi Feng Yudong Chen W. Liu Zhouchen Lin Shuicheng Yan 49 643 0 10 Apr 2018