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Researcher
Lieven De Lathauwer
- See also: Lieven De Lathauwer (VIVES)
Affiliations
- Electrical Engineering (ESAT), Kulak Kortrijk Campus (Department)
Responsible
From1 Jan 2011 → Today - KU Leuven campus Kortrijk (KULAK)
Member
From21 Nov 2023 → Today - Electrical Engineering (ESAT), Kulak Kortrijk Campus (Department)
Member
From1 Jan 2009 → Today - Faculty of Science, Kulak Kortrijk Campus (Faculty)
Member
From1 Jan 2009 → 30 Sep 2010 - Science, Engineering and Technology Group (Section)
Member
From1 Sep 2007 → 31 Dec 2008 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Aug 2007
Projects
1 - 10 of 33
- Dimensionality reduction of mass spectrometry imaging with deep learningFrom1 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Numerical algorithms for tensor decompositions and applications.From24 Feb 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor Tools for Taming the CurseFrom1 Jan 2023 → TodayFunding: BOF - iBOF
- Algorithms for finding roots of multivariate polynomials with engineering applicationsFrom3 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Algorithms for finding roots of multivariate polynomials with engineering applicationsFrom3 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Between linear and nonlinear: new tensor perspectivesFrom1 Oct 2022 → TodayFunding: BOF - projects
- Compression-based and updating algorithms for constrained decompositions: explicitly and implicitly given tensorsFrom1 Oct 2022 → TodayFunding: FWO senior postdoctoral fellowship
- Joining forces between KU Leuven and Vives to accelerate value creation in AI for business and industry.From1 Sep 2022 → TodayFunding: IOF - mandates
- Tensor-based algorithms for machine learningFrom27 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
Publications
171 - 180 of 182
- The Power of Tensor-Based Approaches in Cardiac Applications
Authors: Sibasankar Padhy, Griet Goovaerts, Martijn Boussé, Lieven De Lathauwer, Sabine Van Huffel
Pages: 291 - 323 - Generic and Typical Ranks of Multi-Way Arrays
Authors: P Comon, JMF ten Berge, Lieven De Lathauwer, J Castaing
Pages: 2997 - 3007 - Equivalent polyadic decompositions of matrix multiplication tensors
Authors: Marc Van Barel, Lieven De Lathauwer
- Blind Signal Separation of Rational Functions using Löwner-based Tensorization
Authors: Otto Debals, Marc Van Barel, Lieven De Lathauwer
Pages: 4145 - 4149 - An Enhanced Line Search Scheme for Complex-Valued Tensor Decompositions. Application in DS-CDMA
Authors: Lieven De Lathauwer
Pages: 749 - 755 - Updating the multilinear UTV decomposition
Authors: Michiel Vandecappelle, Lieven De Lathauwer
Pages: 3551 - 3565 - Numerical optimization based algorithms for data fusion
Authors: Nico Vervliet, Lieven De Lathauwer
Pages: 81 - 128 - A recursive eigenspace computation for the canonical polyadic decomposition
Authors: Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
Pages: 274 - 300 - Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions
Authors: Lieven De Lathauwer
Pages: 1045 - 1049 - Tensor-Based Independent Component Analysis: from Instantaneous to Convolutive Mixtures
Authors: Frederik Van Eeghem, Lieven De Lathauwer