Longxiu Huang

Yimin Wei

CoRR, 2024

On the Robustness of Cross-Concentrated Sampling for Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

2023

Matrix Completion With Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Hyperspectral Band Selection Based on Matrix CUR Decomposition.

[BibT_eX]

[DOI]

Katherine Henneberger

Jing Qin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Space-Time Variable Density Samplings for Sparse Bandlimited Graph Signals Driven by Diffusion Operators.

[BibT_eX]

[DOI]

Qing Yao

Sui Tang

Proceedings of the IEEE International Conference on Acoustics, 2023

Non-Convex Approaches for Low-Rank Tensor Completion under Tubal Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Distributed randomized Kaczmarz for the adversarial workers.

[BibT_eX]

[DOI]

Xia Li

CoRR, 2022

Guided Semi-Supervised Non-negative Matrix Factorization on Legal Documents.

[BibT_eX]

[DOI]

CoRR, 2022

Guided Semi-Supervised Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

Algorithms, 2022

2021

Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Perturbations of CUR Decompositions.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2021

Robust CUR Decomposition: Theory and Imaging Applications.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2021

Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

HOSVD-Based Algorithm for Weighted Tensor Completion.

[BibT_eX]

[DOI]

Zehan Chao

J. Imaging, 2021

Robust recovery of bandlimited graph signals via randomized dynamical sampling.

[BibT_eX]

[DOI]

Sui Tang

CoRR, 2021

Predictive algorithms in dynamical sampling for burst-like forcing terms.

[BibT_eX]

[DOI]

CoRR, 2021

Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition.

[BibT_eX]

[DOI]

CoRR, 2021

Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition <sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Tensor Completion through Total Variationwith Initialization from Weighted HOSVD.

[BibT_eX]

[DOI]

Zehan Chao

CoRR, 2020

HOSVD-Based Algorithm for Weighted Tensor Completion.

[BibT_eX]

[DOI]

CoRR, 2020

Stability of Sampling for CUR Decompositions.

[BibT_eX]

[DOI]

CoRR, 2020

Tensor Completion through Total Variation with Initialization from Weighted HOSVD.

[BibT_eX]

[DOI]

Zehan Chao

Proceedings of the Information Theory and Applications Workshop, 2020

COVID-19 Literature Topic-Based Search via Hierarchical NMF.

[BibT_eX]

[DOI]

Oleksandr Kryshchenko

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

2019

Perspectives on CUR Decompositions.

[BibT_eX]

[DOI]

CoRR, 2019

CUR Decompositions, Approximations, and Perturbations.

[BibT_eX]

[DOI]

CoRR, 2019

2017

On the Number of Neighbors in Normal Tiling.

[BibT_eX]

[DOI]