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2020 – today
- 2022
[j7]Pengyu Li, Christine Tseng, Yaxuan Zheng, Joyce A. Chew, Longxiu Huang, Benjamin Jarman, Deanna Needell:
Guided Semi-Supervised Non-Negative Matrix Factorization. Algorithms 15(5): 136 (2022)- [i15]Pengyu Li, Christine Tseng, Yaxuan Zheng, Joyce A. Chew, Longxiu Huang, Benjamin Jarman, Deanna Needell:
Guided Semi-Supervised Non-negative Matrix Factorization on Legal Documents. CoRR abs/2201.13324 (2022) - [i14]Xia Li, Longxiu Huang, Deanna Needell:
Distributed randomized Kaczmarz for the adversarial workers. CoRR abs/2203.00095 (2022) - 2021
- [j6]Zehan Chao, Longxiu Huang, Deanna Needell
:
HOSVD-Based Algorithm for Weighted Tensor Completion. J. Imaging 7(7): 110 (2021) - [j5]HanQin Cai, Keaton Hamm, Longxiu Huang, Deanna Needell:
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions. J. Mach. Learn. Res. 22: 185:1-185:36 (2021) - [j4]HanQin Cai, Keaton Hamm, Longxiu Huang, Deanna Needell:
Robust CUR Decomposition: Theory and Imaging Applications. SIAM J. Imaging Sci. 14(4): 1472-1503 (2021) - [j3]Keaton Hamm, Longxiu Huang:
Perturbations of CUR Decompositions. SIAM J. Matrix Anal. Appl. 42(1): 351-375 (2021) - [j2]HanQin Cai, Keaton Hamm, Longxiu Huang, Jiaqi Li, Tao Wang:
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation. IEEE Signal Process. Lett. 28: 116-120 (2021) - [c3]HanQin Cai, Zehan Chao, Longxiu Huang, Deanna Needell:
Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition *. ICCVW 2021: 189-197 - [i13]HanQin Cai, Keaton Hamm, Longxiu Huang, Deanna Needell:
Robust CUR Decomposition: Theory and Imaging Applications. CoRR abs/2101.05231 (2021) - [i12]HanQin Cai, Keaton Hamm, Longxiu Huang, Deanna Needell:
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions. CoRR abs/2103.11037 (2021) - [i11]HanQin Cai, Zehan Chao, Longxiu Huang, Deanna Needell:
Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition. CoRR abs/2108.10448 (2021) - [i10]Akram Aldroubi, Longxiu Huang, Keri Kornelson, Ilya A. Krishtal:
Predictive algorithms in dynamical sampling for burst-like forcing terms. CoRR abs/2109.00623 (2021) - [i9]Longxiu Huang, Deanna Needell, Sui Tang:
Robust recovery of bandlimited graph signals via randomized dynamical sampling. CoRR abs/2109.14079 (2021) - 2020
- [c2]Rachel Grotheer, Longxiu Huang, Yihuan Huang, Alona Kryshchenko, Oleksandr Kryshchenko, Pengyu Li, Xia Li, Elizaveta Rebrova, Kyung Ha, Deanna Needell:
COVID-19 Literature Topic-Based Search via Hierarchical NMF. NLP4COVID@EMNLP 2020 - [c1]Zehan Chao, Longxiu Huang, Deanna Needell:
Tensor Completion through Total Variation with Initialization from Weighted HOSVD. ITA 2020: 1-8 - [i8]Keaton Hamm, Longxiu Huang:
Stability of Sampling for CUR Decompositions. CoRR abs/2001.02774 (2020) - [i7]Longxiu Huang, Deanna Needell:
HOSVD-Based Algorithm for Weighted Tensor Completion. CoRR abs/2003.08537 (2020) - [i6]Zehan Chao, Longxiu Huang, Deanna Needell:
Tensor Completion through Total Variationwith Initialization from Weighted HOSVD. CoRR abs/2003.09062 (2020) - [i5]Rachel Grotheer, Yihuan Huang, Pengyu Li, Elizaveta Rebrova, Deanna Needell, Longxiu Huang, Alona Kryshchenko, Xia Li, Kyung Ha, Oleksandr Kryshchenko:
COVID-19 Literature Topic-Based Search via Hierarchical NMF. CoRR abs/2009.09074 (2020) - [i4]HanQin Cai, Keaton Hamm, Longxiu Huang, Jiaqi Li, Tao Wang:
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation. CoRR abs/2010.07422 (2020)
2010 – 2019
- 2019
- [i3]Keaton Hamm, Longxiu Huang:
CUR Decompositions, Approximations, and Perturbations. CoRR abs/1903.09698 (2019) - [i2]Keaton Hamm, Longxiu Huang:
Perspectives on CUR Decompositions. CoRR abs/1907.12668 (2019) - [i1]Keaton Hamm, Longxiu Huang:
Perturbations of CUR Decompositions. CoRR abs/1908.08101 (2019) - 2017
- [j1]Longxiu Huang, Tao Wang:
On the Number of Neighbors in Normal Tiling. SIAM J. Discret. Math. 31(1): 240-253 (2017)
Coauthor Index
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