Lower-Rank Tensor Approximation and Multiway Filtering

Damien Muti; Salah Bourennane; Julien Marot

doi:10.1137/060653263

Lower-Rank Tensor Approximation and Multiway Filtering

SIAM Journal on Matrix Analysis and Applications ◽

10.1137/060653263 ◽

2008 ◽

Vol 30 (3) ◽

pp. 1172-1204 ◽

Cited By ~ 16

Author(s):

Damien Muti ◽

Salah Bourennane ◽

Julien Marot

Keyword(s):

Lower Rank ◽

Rank Tensor ◽

Tensor Approximation

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Multidimensional signal processing using lower-rank tensor approximation

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). ◽

10.1109/icassp.2003.1199510 ◽

2003 ◽

Cited By ~ 9

Author(s):

D. Muti ◽

S. Bourennane

Keyword(s):

Signal Processing ◽

Multidimensional Signal Processing ◽

Lower Rank ◽

Rank Tensor ◽

Multidimensional Signal ◽

Tensor Approximation

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Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm

Signal Processing ◽

10.1016/j.sigpro.2021.108178 ◽

2021 ◽

pp. 108178

Author(s):

Marouane Nazih ◽

Khalid Minaoui ◽

Elaheh Sobhani ◽

Pierre Comon

Keyword(s):

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

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Dimensionality reduction and classification based on lower rank tensor analysis for hyperspectral imagery

JOURNAL OF INFRARED AND MILLIMETER WAVES ◽

10.3724/sp.j.1010.2013.00569 ◽

2013 ◽

Vol 32 (6) ◽

pp. 569

Author(s):

Zhao CHEN ◽

Bin WANG ◽

Li-Ming ZHANG

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Tensor Analysis ◽

Lower Rank ◽

Rank Tensor

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Enhanced Low Rank Tensor Approximation Algorithm

Advances in Applied Mathematics ◽

10.12677/aam.2019.88157 ◽

2019 ◽

Vol 08 (08) ◽

pp. 1336-1340

Author(s):

婷婷马

Keyword(s):

Approximation Algorithm ◽

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

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Locally linear low-rank tensor approximation

2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2015.7418315 ◽

2015 ◽

Cited By ~ 3

Author(s):

Alp Ozdemir ◽

Mark A. Iwen ◽

Selin Aviyente

Keyword(s):

Low Rank ◽

Rank Tensor ◽

Tensor Approximation ◽

Locally Linear

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Sampling and Low-Rank Tensor Approximation of the Response Surface

Monte Carlo and Quasi-Monte Carlo Methods 2012 - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-642-41095-6_27 ◽

2013 ◽

pp. 535-551 ◽

Cited By ~ 5

Author(s):

Alexander Litvinenko ◽

Hermann G. Matthies ◽

Tarek A. El-Moselhy

Keyword(s):

Response Surface ◽

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

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An adaptive dynamical low-rank tensor approximation scheme for fast circuit simulation

2015 IEEE 11th International Conference on ASIC (ASICON) ◽

10.1109/asicon.2015.7516957 ◽

2015 ◽

Author(s):

Kim Batselier ◽

Quan Chen ◽

Ngai Wong

Keyword(s):

Approximation Scheme ◽

Circuit Simulation ◽

Low Rank ◽

Rank Tensor ◽

Fast Circuit ◽

Tensor Approximation

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Error-robust low-rank tensor approximation for multi-view clustering

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106745 ◽

2021 ◽

Vol 215 ◽

pp. 106745

Author(s):

Shuqin Wang ◽

Yongyong Chen ◽

Yi Jin ◽

Yigang Cen ◽

Yidong Li ◽

...

Keyword(s):

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

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The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence

SIAM Journal on Matrix Analysis and Applications ◽

10.1137/19m1303113 ◽

2020 ◽

Vol 41 (4) ◽

pp. 1797-1825

Author(s):

Yuning Yang

Keyword(s):

Global Convergence ◽

Least Squares ◽

Alternating Least Squares ◽

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

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Nonlinear model order reduction with low rank tensor approximation

Asian Journal of Control ◽

10.1002/asjc.2263 ◽

2020 ◽

Author(s):

Junman Yang ◽

Yao‐Lin Jiang ◽

Kang‐Li Xu

Keyword(s):

Nonlinear Model ◽

Model Order Reduction ◽

Order Reduction ◽

Low Rank ◽

Model Order ◽

Rank Tensor ◽

Tensor Approximation

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