フォロー
Longxiu Huang
タイトル
引用先
引用先
Robust CUR decomposition: Theory and imaging applications
HQ Cai, K Hamm, L Huang, D Needell
SIAM Journal on Imaging Sciences 14 (4), 1472-1503, 2021
502021
Rapid robust principal component analysis: CUR accelerated inexact low rank estimation
HQ Cai, K Hamm, L Huang, J Li, T Wang
IEEE Signal Processing Letters 28, 116-120, 2020
482020
Perspectives on CUR decompositions
K Hamm, L Huang
Applied and Computational Harmonic Analysis 48 (3), 1088-1099, 2020
342020
Perturbations of CUR decompositions
K Hamm, L Huang
SIAM Journal on Matrix Analysis and Applications 42 (1), 351-375, 2021
302021
Mode-wise tensor decompositions: Multi-dimensional generalizations of CUR decompositions
HQ Cai, K Hamm, L Huang, D Needell
Journal of machine learning research 22 (185), 1-36, 2021
282021
Fast robust tensor principal component analysis via fiber CUR decomposition
HQ Cai, Z Chao, L Huang, D Needell
Proceedings of the IEEE/CVF International Conference on Computer Vision, 189-197, 2021
222021
Stability of sampling for CUR decompositions
K Hamm, L Huang
arXiv preprint arXiv:2001.02774, 2020
212020
Sampling the flow of a bandlimited function
A Aldroubi, K Gröchenig, L Huang, P Jaming, I Krishtal, JL Romero
The Journal of Geometric Analysis, 1-35, 2021
202021
Frames induced by the action of continuous powers of an operator
A Aldroubi, LX Huang, A Petrosyan
Journal of Mathematical Analysis and Applications 478 (2), 1059-1084, 2019
202019
Matrix completion with cross-concentrated sampling: Bridging uniform sampling and CUR sampling
HQ Cai, L Huang, P Li, D Needell
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (8), 10100 …, 2023
192023
Dynamical sampling with additive random noise
A Aldroubi, L Huang, I Krishtal, A Ledeczi, RR Lederman, P Volgyesi
Sampling Theory in Signal and Image Processing 17, 153-182, 2018
162018
COVID-19 literature topic-based search via hierarchical NMF
R Grotheer, Y Huang, P Li, E Rebrova, D Needell, L Huang, ...
arXiv preprint arXiv:2009.09074, 2020
122020
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions
HQ Cai, Z Chao, L Huang, D Needell
SIAM Journal on Imaging Sciences 17 (1), 225-247, 2024
92024
Guided semi-supervised non-negative matrix factorization
P Li, C Tseng, Y Zheng, JA Chew, L Huang, B Jarman, D Needell
Algorithms 15 (5), 136, 2022
82022
Robust recovery of bandlimited graph signals via randomized dynamical sampling
L Huang, D Needell, S Tang
arXiv preprint arXiv:2109.14079, 2021
72021
Cur decompositions, approximations, and perturbations
K Hamm, L Huang
arXiv preprint arXiv:1903.09698, 2019
72019
Dynamical sampling with random noise
A Aldroubi, L Huang, I Krishtal, R Lederman
2017 International Conference on Sampling Theory and Applications (SampTA …, 2017
72017
Predictive algorithms in dynamical sampling for burst-like forcing terms
A Aldroubi, L Huang, K Kornelson, I Krishtal
Applied and Computational Harmonic Analysis 65, 322-347, 2023
62023
Hosvd-based algorithm for weighted tensor completion
Z Chao, L Huang, D Needell
Journal of Imaging 7 (7), 110, 2021
52021
On the Robustness of Cross-Concentrated Sampling for Matrix Completion
HQ Cai, L Huang, C Kundu, B Su
2024 58th Annual Conference on Information Sciences and Systems (CISS), 1-5, 2024
42024
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