Nick Vannieuwenhoven

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Topics

Join Dependencies

Condition Number

Multidimensional Data

Top Venues

SIAM J. Matrix Anal. Appl.

ACM Trans. Math. Softw.

Publications

Simon Jacobsson, Raf Vandebril, Joeri Van der Veken, Nick Vannieuwenhoven
Approximating maps into manifolds with lower curvature bounds. CoRR (2024)
Nick Dewaele, Nick Vannieuwenhoven
Which constraints of a numerical problem cause ill-conditioning? Numerische Mathematik 156 (4) (2024)
Nick Dewaele, Nick Vannieuwenhoven
What part of a numerical problem is ill-conditioned? CoRR (2023)
Wouter Baert, Nick Vannieuwenhoven
Algorithm 1036: ATC, An Advanced Tucker Compression Library for Multidimensional Data. ACM Trans. Math. Softw. 49 (2) (2023)
Nick Dewaele, Paul Breiding, Nick Vannieuwenhoven
The condition number of many tensor decompositions is invariant under Tucker compression. Numer. Algorithms 94 (2) (2023)
Alessandro Oneto, Nick Vannieuwenhoven
Hadamard-Hitchcock decompositions: identifiability and computation. CoRR (2023)
Carlos Beltrán, Paul Breiding, Nick Vannieuwenhoven
The Average Condition Number of Most Tensor Rank Decomposition Problems is Infinite. Found. Comput. Math. 23 (2) (2023)
Brent Sprangers, Nick Vannieuwenhoven
Group-Invariant Tensor Train Networks for Supervised Learning. SIAM J. Math. Data Sci. 5 (4) (2023)
Brent Sprangers, Nick Vannieuwenhoven
Group-invariant tensor train networks for supervised learning. CoRR (2022)
Simon Telen, Nick Vannieuwenhoven
A Normal Form Algorithm for Tensor Rank Decomposition. ACM Trans. Math. Softw. 48 (4) (2022)
Paul Breiding, Nick Vannieuwenhoven
Sensitivity of low-rank matrix recovery. Numerische Mathematik 152 (4) (2022)
Lars Swijsen, Joeri Van der Veken, Nick Vannieuwenhoven
Tensor completion using geodesics on Segre manifolds. Numer. Linear Algebra Appl. 29 (6) (2022)
Nick Vannieuwenhoven
The condition number of singular subspaces. CoRR (2022)
Paul Breiding, Nick Vannieuwenhoven
The Condition Number of Riemannian Approximation Problems. SIAM J. Optim. 31 (1) (2021)
Lars Swijsen, Joeri Van der Veken, Nick Vannieuwenhoven
Tensor completion using geodesics on Segre manifolds. CoRR (2021)
Paul Breiding, Fulvio Gesmundo, Mateusz Michalek, Nick Vannieuwenhoven
Algebraic compressed sensing. CoRR (2021)
Nick Dewaele, Paul Breiding, Nick Vannieuwenhoven
The condition number of many tensor decompositions is invariant under Tucker compression. CoRR (2021)
Simon Telen, Nick Vannieuwenhoven
Normal Forms for Tensor Rank Decomposition. CoRR (2021)
Carlos Beltrán, Vanni Noferini, Nick Vannieuwenhoven
Relative-error stability of numerical algorithms. CoRR (2021)
Wouter Baert, Nick Vannieuwenhoven
ATC: an Advanced Tucker Compression library for multidimensional data. CoRR (2021)
Nick Dewaele, Paul Breiding, Nick Vannieuwenhoven
Three decompositions of symmetric tensors have similar condition numbers. CoRR (2021)
Paul Breiding, Nick Vannieuwenhoven
Sensitivity of low-rank matrix recovery. CoRR (2021)
Paul Breiding, Nick Vannieuwenhoven
A theory of condition for unconstrained perturbations. CoRR (2019)
Kenneth Verstraete, Tom Decroos, Bruno Coussement, Nick Vannieuwenhoven, Jesse Davis
Analyzing Soccer Players' Skill Ratings Over Time Using Tensor-Based Methods. PKDD/ECML Workshops (2) (2019)
Carlos Beltrán, Paul Breiding, Nick Vannieuwenhoven
Pencil-Based Algorithms for Tensor Rank Decomposition are not Stable. SIAM J. Matrix Anal. Appl. 40 (2) (2019)
Paul Breiding, Nick Vannieuwenhoven
The Condition Number of Join Decompositions. SIAM J. Matrix Anal. Appl. 39 (1) (2018)
Paul Breiding, Nick Vannieuwenhoven
Convergence analysis of Riemannian Gauss-Newton methods and its connection with the geometric condition number. Appl. Math. Lett. 78 (2018)
Paul Breiding, Nick Vannieuwenhoven
A Riemannian Trust Region Method for the Canonical Tensor Rank Approximation Problem. SIAM J. Optim. 28 (3) (2018)
Luca Chiantini, Giorgio Ottaviani, Nick Vannieuwenhoven
Effective Criteria for Specific Identifiability of Tensors and Forms. SIAM J. Matrix Anal. Appl. 38 (2) (2017)
Nick Vannieuwenhoven, Karl Meerbergen, Raf Vandebril
Computing the Gradient in Optimization Algorithms for the CP Decomposition in Constant Memory through Tensor Blocking. SIAM J. Sci. Comput. 37 (3) (2015)
Nick Vannieuwenhoven, Johannes Nicaise, Raf Vandebril, Karl Meerbergen
On Generic Nonexistence of the Schmidt-Eckart-Young Decomposition for Complex Tensors. SIAM J. Matrix Anal. Appl. 35 (3) (2014)
Luca Chiantini, Giorgio Ottaviani, Nick Vannieuwenhoven
An Algorithm For Generic and Low-Rank Specific Identifiability of Complex Tensors. SIAM J. Matrix Anal. Appl. 35 (4) (2014)
Nick Vannieuwenhoven, Karl Meerbergen
IMF: An Incomplete Multifrontal LU-Factorization for Element-Structured Sparse Linear Systems. SIAM J. Sci. Comput. 35 (1) (2013)
Nick Vannieuwenhoven, Raf Vandebril, Karl Meerbergen
A New Truncation Strategy for the Higher-Order Singular Value Decomposition. SIAM J. Sci. Comput. 34 (2) (2012)