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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
41 - 50 of 183
- CPD Updating Using Low-rank Weights(2018)
Authors: Michiel Vandecappelle, Martijn Boussé, Nico Vervliet, Lieven De Lathauwer
Pages: 6368 - 6372 - Nonlinear least squares algorithm for canonical polyadic decomposition using low-rank weights(2018)
Authors: Martijn Boussé, Lieven De Lathauwer
Pages: 39 - 43 - Tensor similarity in two modes(2018)
Authors: Frederik Van Eeghem, Otto Debals, Lieven De Lathauwer
Pages: 1273 - 1285 - Single-channel EEG classification by multi-channel tensor subspace learning and regression(2018)
Authors: Simon Van Eyndhoven, Martijn Boussé, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
Number of pages: 6 - Algorithms for canonical polyadic decompositions with block-circulant factors(2018)
Authors: Frederik Van Eeghem, Lieven De Lathauwer
Pages: 798 - 802 - Face Recognition as a Kronecker Product Equation(2017)
Authors: Martijn Boussé, Nico Vervliet, Otto Debals, Lieven De Lathauwer
Pages: 276 - 280 - On the largest multilinear singular values of higher-order tensors(2017)
Authors: Ignat Domanov, Alwin Stegeman, Lieven De Lathauwer
Pages: 1434 - 1453 - Tensor-based large-scale blind system identification using segmentation(2017)
Authors: Martijn Boussé, Otto Debals, Lieven De Lathauwer
Pages: 5770 - 5784 - Blind multichannel deconvolution and convolutive extensions of canonical polyadic and block term decompositions(2017)
Authors: Mikael Sorensen, Frederik Van Eeghem, Lieven De Lathauwer
Pages: 4132 - 4145 - Tensor decompositions with several block-Hankel factors and application in blind system identification(2017)
Authors: Frederik Van Eeghem, Mikael Sorensen, Lieven De Lathauwer
Pages: 4090 - 4101