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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
1 - 10 of 182
- Computing Tensor Decompositions from Incomplete and Implicit Data(2024)
Authors: Stijn Hendrikx, Lieven De Lathauwer
- From multilinear SVD to multilinear UTV decomposition(2022)
Authors: Michiel Vandecappelle, Lieven De Lathauwer
- Equivalent polyadic decompositions of matrix multiplication tensors(2022)
Authors: Marc Van Barel, Lieven De Lathauwer
- Towards more realistic simulations of microstructural evolution in oxidic systems(2022)
Authors: Nico Vervliet, Lieven De Lathauwer, Nele Moelans
- Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis(2021)
Authors: Christos Chatzichristos, Wim Van Paesschen, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1231 - 1255 - Bilinear factorizations subject to monomial equality constraints via tensor decompositions(2021)
Authors: Mikael Sorensen, Lieven De Lathauwer
Pages: 296 - 333 - Systems of polynomial equations, higher-order tensor decompositions and multidimensional harmonic retrieval: A unifying framework. Part I: The canonical polyadic decomposition(2021)
Authors: Lieven De Lathauwer
Pages: 883 - 912 - Systems of polynomial equations, higher-order tensor decompositions and multidimensional harmonic retrieval: A unifying framework. Part II: The block-term decomposition(2021)
Authors: Patrick Kürschner, Ignat Domanov, Lieven De Lathauwer
Pages: 913 - 953 - From computation to comparison of tensor decompositions(2021)
Authors: Ignat Domanov, Lieven De Lathauwer
Pages: 449 - 474 - From computation to comparison of tensor decompositions(2021)
Authors: Ignat Domanov, Lieven De Lathauwer
Pages: 449 - 474