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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
11 - 20 of 33
- Structured and low-rank optimization algorithmsFrom8 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Numerical Tensor AlgorithmsFrom7 Oct 2019 → 30 Sep 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Development of an advanced harmonic light scattering platform for the study of self-assembly processesFrom1 Oct 2019 → TodayFunding: BOF - projects
- Constrained decompositions of explicitly or implicitly given tensorsFrom1 Oct 2019 → 30 Sep 2022Funding: FWO fellowships
- Computing Tensor Decompositions from Incomplete and Implicit DataFrom29 Sep 2019 → 25 Jan 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Structured low-rank matrix / tensor approximation: numerical optimization-based algorithms and applicationsFrom1 Jan 2018 → 31 Dec 2021Funding: FWO EOS
- Numerical methods for tensor decompositions. From least squares to beta-divergence, from batch to updating.From13 Sep 2016 → 30 Sep 2021Funding: FWO Strategic Basic Research Grant
- Tensor-based Blind Source Separation for Structured EEG-fMRI Data FusionFrom1 Oct 2015 → 17 Sep 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- nD: Multi-dimensional dynamical models, (multi-)linear numerical algorithms and tensor data.From1 Oct 2015 → 30 Sep 2021Funding: BOF - Concerted Research Project from 1994
- Tensor-based independent component analysis: from instantantaneous to convolutive mixturesFrom2 Sep 2014 → 4 Jan 2021Funding: FWO fellowships
Publications
1 - 10 of 183
- Computing Tensor Decompositions from Incomplete and Implicit Data(2024)
Authors: Stijn Hendrikx, Lieven De Lathauwer
- Uniqueness result and algebraic algorithm for decomposition into multilinear rank-$ terms and joint block diagonalization(2023)
Authors: Nico Vervliet, Lieven De Lathauwer
Pages: 206 - 210 - From multilinear SVD to multilinear UTV decomposition(2022)
Authors: Michiel Vandecappelle, Lieven De Lathauwer
- Equivalent Polyadic Decompositions of Matrix Multiplication Tensors(2022)
Authors: Lieven De Lathauwer, Marc Van Barel
- 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