Lieven De Lathauwer
Katholieke Universiteit Leuven
H-index: 61
Europe-Belgium
Top articles of Lieven De Lathauwer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems | SIAM Journal on Matrix Analysis and Applications | Nithin Govindarajan Raphaël Widdershoven Shivkumar Chandrasekaran Lieven De Lathauwer | 2024/3/31 |
On Best Low Rank Approximation of Positive Definite Tensors | SIAM Journal on Matrix Analysis and Applications | Eric Evert Lieven De Lathauwer | 2023/6/30 |
Least-squares methods for nonnegative matrix factorization over rational functions | IEEE Transactions on Signal Processing | Cécile Hautecoeur Lieven De Lathauwer Nicolas Gillis François Glineur | 2023/4/5 |
Uniqueness result and algebraic algorithm for decomposition into multilinear rank-$ terms and joint block diagonalization | Proc. of 2023 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing | E Evert N Vervliet I Domanov Lieven De Lathauwer | 2023/12/11 |
Factorizer: A scalable interpretable approach to context modeling for medical image segmentation | Medical image analysis | Pooya Ashtari Diana M Sima Lieven De Lathauwer Dominique Sappey-Marinier Frederik Maes | 2023/2/1 |
Tensorlab+: A case study on reproducibility in tensor research | Computing in Science & Engineering | Stijn Hendrikx Raphaël Widdershoven Nico Vervliet Lieven De Lathauwer | 2023/12/11 |
Overdetermined systems of polynomial equations: tensor-based solution and application | Raphaël Widdershoven Nithin Govindarajan Lieven De Lathauwer | 2023/9/4 | |
Multilinear singular value decomposition of a tensor with fibers observed along one mode* | Stijn Hendrikx Mikael Sørensen Lieven De Lathauwer | 2023/7/2 | |
Guarantees for existence of a best canonical polyadic approximation of a noisy low-rank tensor | SIAM Journal On Matrix Analysis And Applications | Eric Evert Lieven De Lathauwer | 2022 |
Block row Kronecker-structured linear systems with a low-rank tensor solution | Frontiers in Applied Mathematics and Statistics | Stijn Hendrikx Lieven De Lathauwer | 2022/3/17 |
Towards more realistic simulations of microstructural evolution in oxidic systems | Calphad | Inge Bellemans Nico Vervliet Lieven De Lathauwer Nele Moelans Kim Verbeken | 2022/6/1 |
A recursive eigenspace computation for the canonical polyadic decomposition | SIAM Journal on Matrix Analysis and Applications | Eric Evert Michiel Vandecappelle Lieven De Lathauwer | 2022 |
Canonical Polyadic Decomposition via the generalized Schur decomposition | IEEE Signal Processing Letters | Eric Evert Michiel Vandecappelle Lieven De Lathauwer | 2022/3/14 |
CPD Computation via recursive eigenspace decompositions | Eric Evert Michiel Vandecappelle Lieven De Lathauwer | 2022/5/23 | |
Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis | Human brain mapping | Christos Chatzichristos Eleftherios Kofidis Wim Van Paesschen Lieven De Lathauwer Sergios Theodoridis | 2022/3 |
Equivalent polyadic decompositions of matrix multiplication tensors | Journal of Computational and Applied Mathematics | Guillaume O Berger Pierre-Antoine Absil Lieven De Lathauwer Raphaël M Jungers Marc Van Barel | 2022/5/1 |
poster Imaginary--Big Data | Lieven De Lathauwer Nele Moelans | 2022/11/1 | |
Regression and classification with spline-based separable expansions | Frontiers in big Data | Nithin Govindarajan Nico Vervliet Lieven De Lathauwer | 2022/2/11 |
From multilinear SVD to multilinear UTV decomposition | Signal Processing | Michiel Vandecappelle Lieven De Lathauwer | 2022/9/1 |
-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials | SIAM Journal on Matrix Analysis and Applications | Nithin Govindarajan Ethan N Epperly Lieven De Lathauwer | 2022 |
