Tensorlab v3.0 N Vervliet, O Debals, L Sorber, M Van Barel, L De Lathauwer
available online, URL: www.tensorlab.net, 2016
386 * 2016 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
335 2013 Unconstrained optimization of real functions in complex variables L Sorber, M Van Barel, L De Lathauwer
SIAM Journal on Optimization 22 (3), 879-898, 2012
233 2012 Structured data fusion L Sorber, M Van Barel, L De Lathauwer
IEEE journal of selected topics in signal processing 9 (4), 586-600, 2015
225 2015 Breaking the curse of dimensionality using decompositions of incomplete tensors: Tensor-based scientific computing in big data analysis N Vervliet, O Debals, L Sorber, L De Lathauwer
IEEE Signal Processing Magazine 31 (5), 71-79, 2014
214 2014 Tensorlab v2.0 L Sorber, M Van Barel, L De Lathauwer
Available online, January, 2014
146 * 2014 Block term decomposition for modelling epileptic seizures B Hunyadi, D Camps, L Sorber, WV Paesschen, MD Vos, SV Huffel, ...
EURASIP Journal on Advances in Signal Processing 2014, 1-19, 2014
92 2014 Tensorlab 3.0 (2016) N Vervliet, O Debals, L Sorber, M Van Barel, L De Lathauwer
Available online, Mar, 2016
64 2016 Exact line and plane search for tensor optimization L Sorber, I Domanov, M Van Barel, L De Lathauwer
Computational Optimization and Applications 63, 121-142, 2016
40 2016 Numerical solution of bivariate and polyanalytic polynomial systems L Sorber, M Van Barel, L De Lathauwer
SIAM Journal on Numerical Analysis 52 (4), 1551-1572, 2014
27 2014 Approximating optimal point configurations for multivariate polynomial interpolation M Van Barel, M Humet, L Sorber
TW Reports, 2013
21 2013 Complex Optimization Toolbox v1.0 L Sorber, M Van Barel, L De Lathauwer
Feb, 2013
21 2013 Tensorlab User Guide N Vervliet, O Debals, L Sorber, M Van Barel, L De Lathauwer
Available on: http://www.tensorlab.net, 2016
17 2016 The Pythagoras number of real sum of squares polynomials and sum of square magnitudes of polynomials TH Le, L Sorber, M Van Barel
Calcolo 50 (4), 283-303, 2013
12 2013 Data fusion: tensor factorizations by complex optimization L Sorber
Ph. D. thesis, Faculty of Engineering, KU Leuven, Leuven, Belgium, 2014
10 2014 Tensorlab v3. 0, Available online, March 2016 N Vervliet, O Debals, L Sorber, M Van Barel, L De Lathauwer
3 A mixed-integer linear program formulation for fast matrix multiplication L Sorber, M Van Barel
2 2017 Data fusion: Tensor factorizations by complex optimization (data fusie: tensor factorisaties dmv complexe optimalisatie) L Sorber
1 2014 Guest lecture linear algebra course: tensor decompositions and applications L Sorber, M Van Barel, L De Lathauwer
1 2013 Numerical optimization strategies for large-scale (constrained, coupled) matrix/tensor factorization L De Lathauwer, N Vervliet, O Debals, L Sorber, M Van Barel
Workshop on Numerical Linear Algebra as part of Foundations of Computational …, 2017
2017 
Marc Van BarelProfessor emeritus, KU LeuvenAdresse e-mail validée de cs.kuleuven.be