Publications of Laurent Sorber

period 2010 - 2014

Articles in internationally reviewed journals

8 references
  • Hunyadi, Borbála; Camps, D.; Sorber, Laurent; Van Paesschen, Wim; De Vos, Maarten; Van Huffel, Sabine; De Lathauwer, Lieven. Block term decomposition for modelling epileptic seizures, EURASIP Journal on Advances in Signal Processing, volume 2014, issue 139, pages 1-19, 2014 DOI BibTeX
  • Sorber, Laurent; Domanov, Ignat; Van Barel, Marc; De Lathauwer, Lieven. Exact line and plane search for tensor optimization, Computational Optimization and Applications, issue submitted, 2014 (Submitted) BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Numerical solution of bivariate and polyanalytic polynomial systems, SIAM Journal on Numerical Analysis, issue accepted, 2014 (Accepted) BibTeX
  • Van Barel, Marc; Humet, Matthias; Sorber, Laurent. Approximating optimal point configurations for multivariate polynomial interpolation, Electronic Transactions on Numerical Analysis, volume 42, pages 41-63, 2014 BibTeX
  • Vervliet, Nico; Debals, Otto; Sorber, Laurent; De Lathauwer, Lieven. Breaking the curse of dimensionality using decompositions of incomplete tensors : Tensor-based scientific computing in big data analysis, IEEE Signal Processing Magazine, volume 31, issue 5, pages 71-79, 2014 PDF BibTeX
  • Le, Thanh Hieu; Sorber, Laurent; Van Barel, Marc. The Pythagoras number of real sum of squares polynomials and sum of square magnitudes of polynomials, Calcolo, volume 50, issue 4, pages 283-303, 2013 DOI PDF BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Optimization-based algorithms for tensor decompositions: canonical polyadic decomposition, decomposition in rank-$(L_r,L_r,1)$ terms and a new generalization, SIAM Journal on Optimization, volume 23, issue 2, pages 695-720, 2013 PDF BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Unconstrained optimization of real functions in complex variables, SIAM Journal on Optimization, volume 22, issue 3, pages 879-898, 2012 PDF BibTeX

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Meeting abstracts, presented at international conferences and symposia

21 references
  • Debals, Otto; Vervliet, Nico; Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Structured data fusion using Tensorlab : a demonstration, Internatinal workshop on Technical Computing for Machine Learning and Mathematical Engineering (TCMM 14), Leuven, Belgium, Sep. 2014 BibTeX
  • Sorber, Laurent; Sorensen, Mikael; Van Barel, Marc; De Lathauwer, Lieven. From tensor to coupled matrix/tensor decomposition, International Symposium on Mathematical Theory of Networks and Systems (MTNS), Groningen, The Netherlands, 7-11 July 2014 (Accepted) PDF BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Structured data fusion, SIAM Conference on Optimization, San Diego, California, USA, May 19-22 2014 (Accepted) BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Computation of tensor decompositions via numerical optimization, Workshop: numerical methods for high-dimensional problems, Marne-la-Vallée, France, 14-18 April 2014 (Accepted) BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Structured Data Fusion with Tensorlab, Householder Symposium XIX on Numerical Linear Algebra, Spa, Belgium, 8-13 June 2014, Householder Symposium XIX on Numerical Linear Algebra BibTeX
  • Van Barel, Marc; Kravanja, Peter; Sorber, Laurent. Nonlinear eigenvalue problems, International Workshop on Accurate Solution of Eigenvalue Problems (IWASEP), Dubrovnik, Croatia, 2-5 June 2014, 10th International Workshop on Accurate Solution of Eigenvalue Problems (IWASEP) BibTeX
  • Vervliet, Nico; Debals, Otto; Sorber, Laurent; De Lathauwer, Lieven. Breaking the curse of dimensionality using decompositions of incomplete tensors, SIAM Annual Meeting (SIAM AN 14), Chicago,Illinois, Jul. 2014 BibTeX
  • Vervliet, Nico; Debals, Otto; Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Structured data fusion using Tensorlab : a demonstration, Internatinal workshop on Technical Computing for Machine Learning and Mathematical Engineering (TCMM 14), Leuven, Belgium, Sep. 2014 BibTeX
  • Sorber, Laurent; Domanov, Ignat; Van Barel, Marc; De Lathauwer, Lieven. Exact line and plane search for tensor optimization by global minimization of bivariate polynomials and rational functions, SIAM Conference on Computational Science and Engineering, Boston, Massachusetts, USA, February 25-March 1 2013 PDF BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Exact line and plane search for tensor optimization by global minimization of bivariate polynomials and rational functions, Numerical Analysis and Scientific Computation with Applications, Calais, France, 24-26 June 2013 PDF BibTeX
  • Van Barel, Marc; Humet, Matthias; Sorber, Laurent. "Good" points for multivariate polynomial interpolation and approximation, TUM-IAS Workshop on Novel Numerical Methods, Institute for Advanced Study (TUM-IAS), Garching, Germany, 29-31 July 2013, TUM-IAS Workshop on Novel Numerical Methods BibTeX
  • Le, Thanh Hieu; Van Barel, Marc; Sorber, Laurent. Low-rank representation of sum of squares polynomials and applications, International Congress on Computational and Applied Mathematics, Ghent, 09-12 July 2012 BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Optimization-based algorithms for the decomposition of a tensor in rank-$(L_t,L_t,1)$ terms, Dagstuhl Seminar on Data Mining, Neworks and Dynamics, Schloss Dagstuhl, Wadern, Germany, 6-11 November 2011, Data Mining, Networks and Dynamics (Dagstuhl Seminar 11451), volume 1, issue 11, pages 23-38, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2012 DOI intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. State of the art overview of algorithms for tensor decompositions, WSC Spring Meeting, University of Antwerp, Antwerp, Belgium, 11 May 2012 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. State of the art overview of algorithms for tensor decompositions, TRICAP, Bruges, Belgium, 2-7 June 2012 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Efficient algorithms for tensor decompositions, SIAM Conference on Applied Linear Algebra, Valencia, Spain, 18-22 June 2012 intranet BibTeX
  • Van Barel, Marc; Humet, Matthias; Sorber, Laurent. Structured matrices and multivariate orthogonal polynomials, Structured Matrix Computations in Non Euclidean Geometries: Algorithms and Applications, Luminy, France, 8-12 October 2012 BibTeX
  • Van Barel, Marc; Humet, Matthias; Sorber, Laurent. Structured matrices and multivariate orthogonal polynomials, Master Course in Applied Linear Algebra, Athens, Greece, 19 December 2012 BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Tensor decompositions by unconstrained optimization of real functions in complex variables, International conference on Matrix Methods in Mathematics and Applications, Moscow, Russia, 22-25 June 2011 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Optimization-based algorithms for the rank-$(L_t,L_t,1)$ Block Term Decomposition and related decompositions, International Linear Algebra Society, Braunschweig, Germany, 22-26 August 2011 intranet BibTeX
  • Sorber, Laurent; De Lathauwer, Lieven. Algorithms for the rank-$(L_t,L_t,1)$ Block Term Decomposition, Tensor Decompositions and Applications, Monopoli, Italy, 13-17 September 2010 intranet BibTeX

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Meeting abstracts, presented at other conferences and symposia

8 references
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Computing tensor decompositions with complex and polynomial optimization, Centre for Systems Engineering and Applied Mechanics, Louvain-la-Neuve, 30 April 2013 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Structured data fusion, OPTEC Steering Advisory Board meeting, Leuven, 21 November 2013 PDF BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Efficient algorithms for tensor decompositions, OPTEC MANET Workshop on Tensors and Large Scale Optimization, Leuven, 7 February 2012 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. State of the art overview of algorithms for tensor decompositions, OPTEC Seminar on Tensors, Computing, Optimization and Signal Processing, Leuven, 2 May 2012 (Accepted) intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Unconstrained optimization of real functions in complex variables, SISTA Seminar, Leuven, 20 April 2011 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Block component analysis, OPTEC Steering Advisory Board meeting, Leuven, 24 October 2011 intranet BibTeX
  • Sorber, Laurent; Van Barel, Marc; De Lathauwer, Lieven. Block component analysis, IAP VI/4 DYSCO Study day, Leuven, 29 November 2011, Book of Abstracts DYSCO Study Day, page 21 intranet BibTeX
  • Sorber, Laurent; De Lathauwer, Lieven. Algorithms for the rank-$(L_t,L_t,1)$ Block Term Decomposition, IAP VI/4 DYSCO Study day, Château-Ferme de Profondval, 28-29 October 2010, Book of Abstracts DYSCO Study Day, page 21 intranet BibTeX

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Thesis

1 reference
  • Sorber, Laurent. Data Fusion: Tensor Factorizations by Complex Optimization , PhD thesis, Science, Engineering and Technology Group, Campus Kulak Kortrijk, Faculty of Science, Campus Kulak Kortrijk, Faculty of Engineering Science, May 2014, De Lathauwer, Lieven and Van Barel, Marc (supervisors) intranet BibTeX

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Internal reports

3 references

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Misc.

2 references

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No publications found for the period 2010-2014 and the types

  • Articles in internationally reviewed journals (professional)
  • Articles in other journals
  • Articles in other journals (professional)
  • Books, internationally recognised scientific publisher; as author
  • Books, internationally recognised scientific publisher; as author (professional)
  • Other published books; as author
  • Other published books; as author (professional)
  • Books, internationally recognised scientific publisher; as editor
  • Books, internationally recognised scientific publisher; as editor (professional)
  • Other published books; as editor
  • Other published books; as editor (professional)
  • Article in book, internationally recognised scientific publisher
  • Article in book, internationally recognised scientific publisher (professional)
  • Article in other published book
  • Article in other published book (professional)
  • Papers at international conferences and symposia, published in full in proceedings
  • Papers at international conferences and symposia, published in full in proceedings (professional)
  • Papers at other conferences and symposia, published in full in proceedings
  • Papers at other conferences and symposia, published in full in proceedings (professional)
  • Meeting abstracts, presented at international conferences and symposia (professional)
  • Meeting abstracts, presented at other conferences and symposia (professional)
  • Review
  • Translation without scientific introduction
  • Scientific popularisation
  • External reports
 
Last update local database Sun Oct 19 2014 0:19 am; It contains 43 publications of Laurent Sorber.

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