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Tensorlab

swMATH ID: 14255
Software Authors: L. Sorber, M. Van Barel, L. De Lathauwer
Description: Tensorlab: A MATLAB Toolbox for Tensor Computations. Tensorlab is a MATLAB toolbox that offers algorithms for: structured data fusion: define your own (coupled) matrix and tensor factorizations with structured factors and support for dense, sparse and incomplete data sets, tensor decompositions: canonical polyadic decomposition (CPD), multilinear singular value decomposition (MLSVD), block term decompositions (BTD) and low multilinear rank approximation (LMLRA), complex optimization: quasi-Newton and nonlinear-least squares optimization with complex variables including numerical complex differentiation, global minimization of bivariate polynomials and rational functions: both real and complex exact line search (LS) and real exact plane search (PS) for tensor optimization, and much more: cumulants, tensor visualization, estimating a tensor’s rank or multilinear rank, …
Homepage: http://www.tensorlab.net/
Dependencies: Matlab
Related Software: TensorToolbox; Matlab; TT Toolbox; RandNLA; Complex Optimization Toolbox; Algorithm 862; GeoPDEs; GitHub; cross2D; htucker; PMA; Macaulay2; TKPSVD; MCTDH; BCLS; mctoolbox; CIRR; FEAST; Manopt; COIL-20
Cited in: 81 Publications
all top 5

Cited by 151 Authors

9 De Lathauwer, Lieven
7 Yang, Yuning
5 Tani, Mattia
5 Wei, Yimin
4 Che, Maolin
4 Domanov, Ignat
4 Sangalli, Giancarlo
4 Van Barel, Marc
3 Batselier, Kim
3 Breiding, Paul
3 Chu, Moody T.
3 Dreesen, Philippe
3 Ishteva, Mariya
3 Lin, Matthew M.
3 Mao, Xianpeng
3 Montardini, Monica
3 Vannieuwenhoven, Nick
3 Yan, Hong
2 Cai, Yunfeng
2 Ceruti, Gianluca
2 Evert, Eric
2 Lubich, Christian
2 Mourrain, Bernard
2 Nakatsukasa, Yuji
2 Soma, Tasuku
2 Sørensen, Mikael
2 Sturmfels, Bernd
2 Uschmajew, André
2 Usevich, Konstantin
2 Vanderstukken, Jeroen
2 Xu, Yangyang
1 A, Suganya
1 Ahmadi-Asl, Salman
1 Ahmed, Talal
1 Ahn, Miju
1 Bajwa, Waheed Uz Zaman
1 Ballard, Grey M.
1 Beik, Fatemeh Panjeh Ali
1 Beltrán, Carlos
1 Benner, Peter
1 Bermudez, José Carlos Moreira
1 Bientinesi, Paolo
1 Borsoi, Ricardo Augusto
1 Brie, David
1 Chi, Eric C.
1 Chu, Eric K.-W.
1 Cichocki, Andrzej
1 Cuyt, Annie A. M.
1 Daas, Hussam Al
1 Debals, Otto
1 Dharma, Dejey
1 Dong, Shuyu
1 Eikmeier, Nicole
1 Fan, Hung-Yuan
1 Fanaee-T, Hadi
1 Feng, Yuehua
1 Feng, Yunlong
1 Gaines, Brian J.
1 Gao, Bin
1 Glineur, François
1 Grasedyck, Lars
1 Guan, Yu
1 Haddock, Jamie
1 Hashemi, Behnam
1 Hauenstein, Jonathan D.
1 Huang, XiaoLin
1 Insuasty, Edwin
1 Jansen, Jan-Dirk
1 Jüttler, Bert
1 Kaihnsa, Nidhi
1 Kassab, Lara
1 Khalil, Houssam
1 Kharyuk, P. V.
1 Khouja, Rima
1 Kilmer, Misha Elena
1 Knaepkens, Ferre
1 Kravanja, Peter
1 Kressner, Daniel
1 Kryshchenko, Alona
1 Kummer, Mario Denis
1 Kuo, Yueh-Cheng
1 Kürschner, Patrick
1 Lee, Tsung-Lin
1 Lee, Wen-shin
1 Leonard, Kathryn
1 Li, Min
1 Li, Rencang
1 Li, Zhening
1 Liang, Chang
1 Liu, Chengyu
1 Loli, Gabriele
1 Luo, Yuetian
1 Macedo, Hugo Daniel
1 Madushani, R. W. M. A.
1 Mamitsuka, Hiroshi
1 Massarenti, Alex
1 Mella, Massimiliano
1 Minster, Rachel
1 Mokriš, Dominik
1 Namin, Mahsa Sayyary
...and 51 more Authors

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