< Back to previous page
Researcher
Nick Vannieuwenhoven
- Disciplines:Operations research and mathematical programming, Differential geometry, Numerical analysis, Data mining, Numerical computation
Affiliations
- Numerical Analysis and Applied Mathematics (NUMA) (Division)
Member
From1 Aug 2020 → Today - NUMA, Numerical Analysis and Applied Mathematics Section (Division)
Member
From20 Sep 2010 → 31 Jul 2020
Projects
1 - 10 of 14
- Group-invariant neural tensor train networksFrom1 Jan 2024 → TodayFunding: FWO research project (including WEAVE projects)
- ManiFactor: Factor Analysis for Maps into ManifoldsFrom23 Feb 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Algebraic and Tropical Geometry for Tensor NetworksFrom1 Oct 2022 → TodayFunding: FWO junior postdoctoral fellowship
- ManiFactor: Factor Analysis for Maps into ManifoldsFrom25 Jan 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- ManiFactor: Factor analysis for maps into manifoldsFrom1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
- ManiFactor: Factor analysis for maps into manifoldsFrom1 Oct 2021 → 31 Dec 2021Funding: BOF - projects
- Tensor decompositions for multi-modal Big Data analyticsFrom1 Oct 2021 → TodayFunding: BOF - ZAP BOF mandates
- Are performance-enhancing techniques for tensor rank decomposition effective?From25 Aug 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor decompositions for multi-modal Big Data analyticsFrom1 Oct 2019 → 30 Sep 2021Funding: BOF - projects
- Tensor-based methods for machine learningFrom21 Sep 2019 → 25 Sep 2022Funding: BOF - doctoral mandates
Publications
1 - 10 of 34
- Performance-Enhancing Techniques for Tucker Tensor Decompositions in Data Processing(2023)
Authors: Wouter Baert, Nick Vannieuwenhoven, Karl Meerbergen
- The condition number of many tensor decompositions is invariant under Tucker compression(2023)
Authors: Nick Dewaele, Nick Vannieuwenhoven
Pages: 1003 - 1029 - Algebraic compressed sensing(2023)
Authors: Nick Vannieuwenhoven
Pages: 374 - 406 - Algorithm 1036: ATC, An Advanced Tucker Compression Library for Multidimensional Data(2023)
Authors: Wouter Baert, Nick Vannieuwenhoven
- Three decompositions of symmetric tensors have similar condition numbers(2023)
Authors: Nick Dewaele, Nick Vannieuwenhoven
Pages: 253 - 263 - The average condition number of most tensor rank decomposition problems is infinite(2023)
Authors: Nick Vannieuwenhoven
Pages: 1 - 59 - Almost all subgeneric third-order Chow decompositions are identifiable(2022)
Authors: Nick Vannieuwenhoven
Pages: 2891 - 2905 - A Normal Form Algorithm for Tensor Rank Decomposition(2022)
Authors: Nick Vannieuwenhoven
- Sensitivity of low-rank matrix recovery(2022)
Authors: Nick Vannieuwenhoven
Pages: 725 - 759 - Tensor completion using geodesics on Segre manifolds(2022)
Authors: Lars Swijsen, Joeri Van der Veken, Nick Vannieuwenhoven