Tensor decomposition for signal processing and machine learning. Zbl 1415.94232
Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos |
|
2017
|
Robust volume minimization-based matrix factorization for remote sensing and document clustering. Zbl 1414.94205
Fu, Xiao; Huang, Kejun; Yang, Bo; Ma, Wing-Kin; Sidiropoulos, Nicholas D. |
|
2016
|
Blind separation of quasi-stationary sources: exploiting convex geometry in covariance domain. Zbl 1394.94194
Fu, Xiao; Ma, Wing-Kin; Huang, Kejun; Sidiropoulos, Nicholas D. |
|
2015
|
Block-randomized stochastic proximal gradient for low-rank tensor factorization. Zbl 07590885
Fu, Xiao; Ibrahim, Shahana; Wai, Hoi-To; Gao, Cheng; Huang, Kejun |
|
2020
|
Hyperspectral super-resolution: a coupled tensor factorization approach. Zbl 1415.94026
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Ma, Wing-Kin |
|
2018
|
Joint tensor factorization and outlying slab suppression with applications. Zbl 1395.94106
Fu, Xiao; Huang, Kejun; Ma, Wing-Kin; Sidiropoulos, Nicholas D.; Bro, Rasmus |
|
2015
|
Spectrum cartography via coupled block-term tensor decomposition. Zbl 07590991
Zhang, Guoyong; Fu, Xiao; Wang, Jun; Zhao, Xi-Le; Hong, Mingyi |
|
2020
|
Emotion-based renewal strategies to promote cooperation in spatial prisoner’s dilemma games. Zbl 07704199
Fu, Xiao; Liu, Xuesong; Hu, Yuhan; Huang, Shaoxu |
|
2023
|
Learning from hidden traits: joint factor analysis and latent clustering. Zbl 1414.94700
Yang, Bo; Fu, Xiao; Sidiropoulos, Nicholas D. |
|
2017
|
Scalable and flexible multiview MAX-VAR canonical correlation analysis. Zbl 1414.94204
Fu, Xiao; Huang, Kejun; Hong, Mingyi; Sidiropoulos, Nicholas D.; So, Anthony Man-Cho |
|
2017
|
Fast unit-modulus least squares with applications in beamforming. Zbl 1414.94624
Tranter, John; Sidiropoulos, Nicholas D.; Fu, Xiao; Swami, Ananthram |
|
2017
|
Quantum behaved particle swarm optimization with neighborhood search for numerical optimization. Zbl 1299.90394
Fu, Xiao; Liu, Wangsheng; Zhang, Bin; Deng, Hua |
|
2013
|
Stochastic mirror descent for low-rank tensor decomposition under non-Euclidean losses. Zbl 07911368
Pu, Wenqiang; Ibrahim, Shahana; Fu, Xiao; Hong, Mingyi |
|
2022
|
Learning to optimize: training deep neural networks for interference management. Zbl 1414.90369
Sun, Haoran; Chen, Xiangyi; Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Sidiropoulos, Nicholas D. |
|
2018
|
Inexact alternating optimization for phase retrieval in the presence of outliers. Zbl 1414.94486
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Huang, Lei; Xie, Junhao |
|
2017
|
Tensors, learning, and “Kolmogorov extension” for finite-alphabet random vectors. Zbl 1415.94146
Kargas, Nikos; Sidiropoulos, Nicholas D.; Fu, Xiao |
|
2018
|
Tensor-based channel estimation for dual-polarized massive MIMO systems. Zbl 1415.94206
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Yang, Ye |
|
2018
|
Distance-based congestion pricing with day-to-day dynamic traffic flow evolution process. Zbl 1453.90043
Cheng, Qixiu; Xing, Jiping; Yi, Wendy; Liu, Zhiyuan; Fu, Xiao |
|
2019
|
Supply chain partners’ decisions with heterogeneous marketing efforts considering consumer’s perception of quality. Zbl 1483.91118
Fu, Xiao; Liu, Shuchun; Han, Guanghua |
|
2021
|
Tensor completion from regular sub-Nyquist samples. Zbl 07590734
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Akçakaya, Mehmet |
|
2020
|
Penalty dual decomposition method for nonsmooth nonconvex optimization. II: Applications. Zbl 07591032
Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Chang, Tsung-Hui |
|
2020
|
Emotion-based renewal strategies to promote cooperation in spatial prisoner’s dilemma games. Zbl 07704199
Fu, Xiao; Liu, Xuesong; Hu, Yuhan; Huang, Shaoxu |
|
2023
|
Stochastic mirror descent for low-rank tensor decomposition under non-Euclidean losses. Zbl 07911368
Pu, Wenqiang; Ibrahim, Shahana; Fu, Xiao; Hong, Mingyi |
|
2022
|
Supply chain partners’ decisions with heterogeneous marketing efforts considering consumer’s perception of quality. Zbl 1483.91118
Fu, Xiao; Liu, Shuchun; Han, Guanghua |
|
2021
|
Block-randomized stochastic proximal gradient for low-rank tensor factorization. Zbl 07590885
Fu, Xiao; Ibrahim, Shahana; Wai, Hoi-To; Gao, Cheng; Huang, Kejun |
|
2020
|
Spectrum cartography via coupled block-term tensor decomposition. Zbl 07590991
Zhang, Guoyong; Fu, Xiao; Wang, Jun; Zhao, Xi-Le; Hong, Mingyi |
|
2020
|
Tensor completion from regular sub-Nyquist samples. Zbl 07590734
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Akçakaya, Mehmet |
|
2020
|
Penalty dual decomposition method for nonsmooth nonconvex optimization. II: Applications. Zbl 07591032
Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Chang, Tsung-Hui |
|
2020
|
Distance-based congestion pricing with day-to-day dynamic traffic flow evolution process. Zbl 1453.90043
Cheng, Qixiu; Xing, Jiping; Yi, Wendy; Liu, Zhiyuan; Fu, Xiao |
|
2019
|
Hyperspectral super-resolution: a coupled tensor factorization approach. Zbl 1415.94026
Kanatsoulis, Charilaos I.; Fu, Xiao; Sidiropoulos, Nicholas D.; Ma, Wing-Kin |
|
2018
|
Learning to optimize: training deep neural networks for interference management. Zbl 1414.90369
Sun, Haoran; Chen, Xiangyi; Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Sidiropoulos, Nicholas D. |
|
2018
|
Tensors, learning, and “Kolmogorov extension” for finite-alphabet random vectors. Zbl 1415.94146
Kargas, Nikos; Sidiropoulos, Nicholas D.; Fu, Xiao |
|
2018
|
Tensor-based channel estimation for dual-polarized massive MIMO systems. Zbl 1415.94206
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Yang, Ye |
|
2018
|
Tensor decomposition for signal processing and machine learning. Zbl 1415.94232
Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos |
|
2017
|
Learning from hidden traits: joint factor analysis and latent clustering. Zbl 1414.94700
Yang, Bo; Fu, Xiao; Sidiropoulos, Nicholas D. |
|
2017
|
Scalable and flexible multiview MAX-VAR canonical correlation analysis. Zbl 1414.94204
Fu, Xiao; Huang, Kejun; Hong, Mingyi; Sidiropoulos, Nicholas D.; So, Anthony Man-Cho |
|
2017
|
Fast unit-modulus least squares with applications in beamforming. Zbl 1414.94624
Tranter, John; Sidiropoulos, Nicholas D.; Fu, Xiao; Swami, Ananthram |
|
2017
|
Inexact alternating optimization for phase retrieval in the presence of outliers. Zbl 1414.94486
Qian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.; Huang, Lei; Xie, Junhao |
|
2017
|
Robust volume minimization-based matrix factorization for remote sensing and document clustering. Zbl 1414.94205
Fu, Xiao; Huang, Kejun; Yang, Bo; Ma, Wing-Kin; Sidiropoulos, Nicholas D. |
|
2016
|
Blind separation of quasi-stationary sources: exploiting convex geometry in covariance domain. Zbl 1394.94194
Fu, Xiao; Ma, Wing-Kin; Huang, Kejun; Sidiropoulos, Nicholas D. |
|
2015
|
Joint tensor factorization and outlying slab suppression with applications. Zbl 1395.94106
Fu, Xiao; Huang, Kejun; Ma, Wing-Kin; Sidiropoulos, Nicholas D.; Bro, Rasmus |
|
2015
|
Quantum behaved particle swarm optimization with neighborhood search for numerical optimization. Zbl 1299.90394
Fu, Xiao; Liu, Wangsheng; Zhang, Bin; Deng, Hua |
|
2013
|