A multilinear singular value decomposition L De Lathauwer, B De Moor, J Vandewalle
SIAM journal on Matrix Analysis and Applications 21 (4), 1253-1278, 2000
3858 2000 On the Best Rank-1 and Rank-(R 1 ,R 2 ,. . .,RN ) Approximation of Higher-Order Tensors L De Lathauwer, B De Moor, J Vandewalle
SIAM journal on Matrix Analysis and Applications 21 (4), 1324-1342, 2000
1584 2000 Tensor decompositions for signal processing applications: From two-way to multiway component analysis A Cichocki, D Mandic, L De Lathauwer, G Zhou, Q Zhao, C Caiafa, ...
IEEE signal processing magazine 32 (2), 145-163, 2015
902 2015 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
761 2017 Fetal electrocardiogram extraction by blind source subspace separation L De Lathauwer, B De Moor, J Vandewalle
IEEE transactions on biomedical engineering 47 (5), 567-572, 2000
545 2000 Signal processing based on multilinear algebra L De Lathauwer
Katholieke Universiteit Leuven, 1997
480 1997 A link between the canonical decomposition in multilinear algebra and simultaneous matrix diagonalization L De Lathauwer
SIAM journal on Matrix Analysis and Applications 28 (3), 642-666, 2006
409 2006 Decompositions of a higher-order tensor in block terms—Part II: Definitions and uniqueness L De Lathauwer
SIAM Journal on Matrix Analysis and Applications 30 (3), 1033-1066, 2008
333 2008 Fourth-order cumulant-based blind identification of underdetermined mixtures L De Lathauwer, J Castaing, JF Cardoso
IEEE Transactions on Signal Processing 55 (6), 2965-2973, 2007
281 2007 Decompositions of a higher-order tensor in block terms—Part III: Alternating least squares algorithms L De Lathauwer, D Nion
SIAM journal on Matrix Analysis and Applications 30 (3), 1067-1083, 2008
249 * 2008 Computation of the canonical decomposition by means of a simultaneous generalized Schur decomposition L De Lathauwer, B De Moor, J Vandewalle
SIAM journal on Matrix Analysis and Applications 26 (2), 295-327, 2004
233 2004 An introduction to independent component analysis L De Lathauwer, B De Moor, J Vandewalle
Journal of Chemometrics: A Journal of the Chemometrics Society 14 (3), 123-149, 2000
220 2000 Blind identification of underdetermined mixtures by simultaneous matrix diagonalization L De Lathauwer, J Castaing
IEEE Transactions on Signal Processing 56 (3), 1096-1105, 2008
215 2008 Learning with tensors: a framework based on convex optimization and spectral regularization M Signoretto, QT Dinh, L De Lathauwer, JAK Suykens
Machine Learning 94 (3), 303-351, 2014
209 2014 Dimensionality reduction in higher-order signal processing and rank-(R1, R2,…, RN) reduction in multilinear algebra L De Lathauwer, J Vandewalle
Linear Algebra and its Applications 391, 31-55, 2004
209 2004 Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank- L Sorber, M Van Barel, L De Lathauwer
SIAM Journal on Optimization 23 (2), 695-720, 2013
206 2013 Fetal electrocardiogram extraction by source subspace separation L De Lathauwer, B De Moor, J Vandewalle
IEEE SP/Athos Workshop on Higher-Order Statistics, 134, 1995
174 1995 Tensorlab 3.0 N Vervliet, O Debals, L Sorber, M Van Barel, L De Lathauwer
available online, URL: www. tensorlab. net, 2016
168 2016 Unconstrained optimization of real functions in complex variables L Sorber, MV Barel, LD Lathauwer
SIAM Journal on Optimization 22 (3), 879-898, 2012
163 2012 Tensor-based techniques for the blind separation of DS–CDMA signals L De Lathauwer, J Castaing
Signal Processing 87 (2), 322-336, 2007
151 2007 