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Xiao Fu
Xiao Fu
Associate Professor, EECS, Oregon State University
Geverifieerd e-mailadres voor oregonstate.edu - Homepage
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Tensor decomposition for signal processing and machine learning
ND Sidiropoulos, L De Lathauwer, X Fu, K Huang, EE Papalexakis, ...
IEEE Transactions on signal processing 65 (13), 3551-3582, 2017
17482017
Towards k-means-friendly spaces: Simultaneous deep learning and clustering
B Yang, X Fu, ND Sidiropoulos, M Hong
international conference on machine learning, 3861-3870, 2017
11742017
Learning to optimize: Training deep neural networks for interference management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
IEEE Transactions on Signal Processing 66 (20), 5438-5453, 2018
7942018
Learning to optimize: Training deep neural networks for wireless resource management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
2017 IEEE 18th International Workshop on Signal Processing Advances in …, 2017
4162017
Nonnegative matrix factorization for signal and data analytics: Identifiability, algorithms, and applications.
X Fu, K Huang, ND Sidiropoulos, WK Ma
IEEE Signal Process. Mag. 36 (2), 59-80, 2019
3022019
Hyperspectral super-resolution: A coupled tensor factorization approach
CI Kanatsoulis, X Fu, ND Sidiropoulos, WK Ma
IEEE Transactions on Signal Processing 66 (24), 6503-6517, 2018
2302018
Data-driven learning-based optimization for distribution system state estimation
AS Zamzam, X Fu, ND Sidiropoulos
IEEE Transactions on Power Systems 34 (6), 4796-4805, 2019
1982019
Blind Separation of Quasi-Stationary Sources: Exploiting Convex Geometry in Covariance Domain.
X Fu, WK Ma, K Huang, ND Sidiropoulos
IEEE Trans. Signal Processing 63 (9), 2306-2320, 2015
1432015
Robust volume minimization-based matrix factorization for remote sensing and document clustering
X Fu, K Huang, B Yang, WK Ma, ND Sidiropoulos
IEEE Transactions on Signal Processing 64 (23), 6254-6268, 2016
1292016
On identifiability of nonnegative matrix factorization
X Fu, K Huang, ND Sidiropoulos
IEEE Signal Processing Letters 25 (3), 328-332, 2018
1182018
Fast unit-modulus least squares with applications in beamforming
J Tranter, ND Sidiropoulos, X Fu, A Swami
IEEE Transactions on Signal Processing 65 (11), 2875-2887, 2017
1142017
Semiblind hyperspectral unmixing in the presence of spectral library mismatches
X Fu, WK Ma, JM Bioucas-Dias, TH Chan
IEEE Transactions on Geoscience and Remote Sensing 54 (9), 5171-5184, 2016
1022016
Anchor-free correlated topic modeling
X Fu, K Huang, ND Sidiropoulos, Q Shi, M Hong
IEEE transactions on pattern analysis and machine intelligence 41 (5), 1056-1071, 2018
101*2018
Self-dictionary sparse regression for hyperspectral unmixing: Greedy pursuit and pure pixel search are related
X Fu, WK Ma, TH Chan, JM Bioucas-Dias
IEEE Journal of Selected Topics in Signal Processing 9 (6), 1128-1141, 2015
99*2015
Spectrum cartography via coupled block-term tensor decomposition
G Zhang, X Fu, J Wang, XL Zhao, M Hong
IEEE Transactions on Signal Processing 68, 3660-3675, 2020
732020
Hyperspectral super-resolution via interpretable block-term tensor modeling
M Ding, X Fu, TZ Huang, J Wang, XL Zhao
IEEE Journal of Selected Topics in Signal Processing 15 (3), 641-656, 2020
672020
Hyperspectral super-resolution via interpretable block-term tensor modeling
M Ding, X Fu, TZ Huang, J Wang, XL Zhao
IEEE Journal of Selected Topics in Signal Processing 15 (3), 641-656, 2020
672020
Tensor-based channel estimation for dual-polarized massive MIMO systems
C Qian, X Fu, ND Sidiropoulos, Y Yang
IEEE Transactions on Signal Processing 66 (24), 6390-6403, 2018
672018
Deep spectrum cartography: Completing radio map tensors using learned neural models
S Shrestha, X Fu, M Hong
IEEE Transactions on Signal Processing 70, 1170-1184, 2022
612022
Joint tensor factorization and outlying slab suppression with applications
X Fu, K Huang, WK Ma, ND Sidiropoulos, R Bro
IEEE Transactions on Signal Processing 63 (23), 6315-6328, 2015
602015
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Artikelen 1–20