×

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; Algorithm 862; TT Toolbox; Complex Optimization Toolbox; GeoPDEs; RandNLA; MKL; GitHub; cross2D; htucker; TensorLy; mctoolbox; SPLATT; N-way Toolbox; PMA; Macaulay2; TKPSVD; MCTDH; PARAFAC
Cited in: 87 Documents
all top 5

Cited by 174 Authors

9 De Lathauwer, Lieven
8 Yang, Yuning
5 Tani, Mattia
5 Wei, Yimin
4 Che, Maolin
4 Chu, Moody T.
4 Domanov, Ignat
4 Lin, Matthew M.
4 Sangalli, Giancarlo
4 Van Barel, Marc
3 Batselier, Kim
3 Breiding, Paul
3 Dreesen, Philippe
3 Ishteva, Mariya
3 Mao, Xianpeng
3 Montardini, Monica
3 Vannieuwenhoven, Nick
3 Wong, Ngai-Ying
3 Yan, Hong
2 Bientinesi, Paolo
2 Cai, Yunfeng
2 Ceruti, Gianluca
2 Evert, Eric
2 Feng, Yunlong
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 Balog, Matej
1 Barekatain, Mohammadamin
1 Beik, Fatemeh Panjeh Ali
1 Beltrán, Carlos E.
1 Benner, Peter
1 Bermudez, José Carlos Moreira
1 Borsoi, Ricardo Augusto
1 Brie, David
1 Bro, Rasmus
1 Caliari, Marco
1 Cassini, Fabio
1 Casulli, Angelo A.
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 Fawzi, Alhussein
1 Feng, Yuehua
1 Gaines, Brian J.
1 Gao, Bin
1 Glineur, François
1 Grasedyck, Lars
1 Guan, Yu
1 Haddock, Jamie
1 Hashemi, Behnam
1 Hassabis, Demis
1 Hauenstein, Jonathan D.
1 Huang, Aja
1 Huang, XiaoLin
1 Hubert, Thomas
1 Insuasty, Edwin
1 Jansen, Jan-Dirk
1 Jüttler, Bert
1 Kaihnsa, Nidhi
1 Karlsson, Lars
1 Kassab, Lara
1 Khalil, Houssam
1 Kharyuk, P. V.
1 Khouja, Rima
1 Kilmer, Misha Elena
1 Knaepkens, Ferre
1 Kohli, Pushmeet
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
...and 74 more Authors
all top 5

Cited in 41 Serials

18 SIAM Journal on Matrix Analysis and Applications
7 SIAM Journal on Scientific Computing
6 Linear Algebra and its Applications
4 Journal of Computational and Applied Mathematics
3 BIT
3 Journal of Scientific Computing
2 Computers & Mathematics with Applications
2 ACM Transactions on Mathematical Software
2 SIAM Journal on Optimization
2 Numerical Linear Algebra with Applications
2 Computational and Applied Mathematics
2 Advances in Computational Mathematics
2 Journal of Machine Learning Research (JMLR)
2 SIAM Journal on Mathematics of Data Science
1 Computer Methods in Applied Mechanics and Engineering
1 Linear and Multilinear Algebra
1 Mathematics of Computation
1 Applied Mathematics and Computation
1 Journal of Optimization Theory and Applications
1 Journal für die Reine und Angewandte Mathematik
1 Computer Aided Geometric Design
1 Journal of Symbolic Computation
1 Formal Aspects of Computing
1 Multidimensional Systems and Signal Processing
1 Neural Computation
1 Journal of Global Optimization
1 Numerical Algorithms
1 Computational Mathematics and Mathematical Physics
1 Mathematical Programming. Series A. Series B
1 Experimental Mathematics
1 Computational Optimization and Applications
1 ETNA. Electronic Transactions on Numerical Analysis
1 Chaos
1 Data Mining and Knowledge Discovery
1 Computational Geosciences
1 Quantum Information Processing
1 Analysis and Applications (Singapore)
1 GAMM-Mitteilungen
1 Nature, London
1 SIAM Journal on Imaging Sciences
1 Communications on Applied Mathematics and Computation

Citations by Year