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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
151 - 160 of 183
- Tensor similarity in chemometrics
Authors: Frederik Van Eeghem, Lieven De Lathauwer
Pages: 337 - 354 - Coupled Matrix-Tensor Factorizations --- The Case of Partially Shared Factors
Authors: Lieven De Lathauwer, E Kofidis
Pages: 711 - 715 - Regression and classification with spline-based separable expansions
Authors: Nithin Govindarajan, Nico Vervliet, Lieven De Lathauwer
Pages: 1 - 19 - Separation of multiple scatterers in NEWS experiments using Independent Component Analysis (ICA)
Authors: Koen Van Den Abeele, Lieven De Lathauwer
Pages: 49 - 54 - A Link between the Decomposition of a Third-Order Tensor in Rank-(L,L,1) Terms and Joint Block Diagonalization'
Authors: Lieven De Lathauwer
Pages: 89 - 92 - Kernels and Tensors for Structured Data Modelling (Kernels en tensoren voor het modelleren van gestructureerde data)
Authors: Johan Suykens, Lieven De Lathauwer, Joos Vandewalle
Number of pages: 242 - Block Component Analysis, a New Concept for Blind Source Separation
Authors: Lieven De Lathauwer
Pages: 1 - 8 - On the uniqueness of the canonical polyadic decomposition of third-order tensors - Part I : Basic results and uniqueness of one factor matrix
Authors: Ignat Domanov, Lieven De Lathauwer
Pages: 855 - 875 - Multidimensional ESPRIT : A coupled canonical polyadic decomposition approach
Authors: Mikael Sorensen, Lieven De Lathauwer
Pages: 1 - 4 - A Time-Frequency Technique for Blind Separation and Localization of Pure Delayed Sources
Authors: Dimitri Nion, Bart Vandewoestyne, Koen Van Den Abeele, Herbert De Gersem, Lieven De Lathauwer
Pages: 546 - 554