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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
31 - 40 of 182
- Coupled and Incomplete Tensors in Blind System Identification(2018)
Authors: Frederik Van Eeghem, Nico Vervliet, Lieven De Lathauwer
Pages: 6137 - 6147 - Coupled Matrix-Tensor Factorizations --- The Case of Partially Shared Factors(2018)
Authors: Lieven De Lathauwer
Pages: 711 - 715 - Large-scale autoregressive system identification using kronecker product equations(2018)
Authors: Martijn Boussé, Lieven De Lathauwer
Pages: 1348 - 1352 - Tensor-based ECG signal processing applied to atrial fibrillation detection(2018)
Authors: Simon Geirnaert, Griet Goovaerts, Sibasankar Padhy, Martijn Boussé, Lieven De Lathauwer, Sabine Van Huffel
Pages: 799 - 805 - Linear Systems with a Canonical Polyadic Decomposition Constrained Solution: Algorithms and Applications(2018)
Authors: Martijn Boussé, Nico Vervliet, Ignat Domanov, O Debals, Lieven De Lathauwer
- Linear Systems with a Canonical Polyadic Decomposition Constrained Solution: Algorithms and Applications(2018)
Authors: Martijn Boussé, Nico Vervliet, Ignat Domanov, Lieven De Lathauwer
- Coupled canonical polyadic decompositions and multiple shift-invariance in array processing(2018)
Authors: Mikael Sorensen, Ignat Domanov, Lieven De Lathauwer
Pages: 3665 - 3680 - Double coupled canonical polyadic decomposition for joint blind source separation(2018)
Authors: Lieven De Lathauwer
Pages: 3475 - 3490 - Variable projection applied to block term decomposition of higher-order tensors(2018)
Authors: Lieven De Lathauwer
Pages: 139 - 148 - CPD Updating Using Low-rank Weights(2018)
Authors: Michiel Vandecappelle, Martijn Boussé, Nico Vervliet, Lieven De Lathauwer
Pages: 6368 - 6372