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Nick Vannieuwenhoven

Orcid: 0000-0001-5692-4163

According to our database1, Nick Vannieuwenhoven authored at least 29 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
Approximating maps into manifolds with lower curvature bounds.
[BibTeX]
[DOI]
Simon Jacobsson
,
Raf Vandebril
,
Joeri Van der Veken
,
Nick Vannieuwenhoven
CoRR, 2024

2023
Group-Invariant Tensor Train Networks for Supervised Learning.
[BibTeX]
[DOI]
Brent Sprangers
,
Nick Vannieuwenhoven
SIAM J. Math. Data Sci., December, 2023

The condition number of many tensor decompositions is invariant under Tucker compression.
[BibTeX]
[DOI]
Nick Dewaele
,
Paul Breiding
,
Nick Vannieuwenhoven
Numer. Algorithms, October, 2023

Algorithm 1036: ATC, An Advanced Tucker Compression Library for Multidimensional Data.
[BibTeX]
[DOI]
Wouter Baert
,
Nick Vannieuwenhoven
ACM Trans. Math. Softw., June, 2023

The Average Condition Number of Most Tensor Rank Decomposition Problems is Infinite.
[BibTeX]
[DOI]
Carlos Beltrán
,
Paul Breiding
,
Nick Vannieuwenhoven
Found. Comput. Math., April, 2023

Hadamard-Hitchcock decompositions: identifiability and computation.
[BibTeX]
[DOI]
Alessandro Oneto
,
Nick Vannieuwenhoven
CoRR, 2023

What part of a numerical problem is ill-conditioned?
[BibTeX]
[DOI]
Nick Dewaele
,
Nick Vannieuwenhoven
CoRR, 2023

2022
A Normal Form Algorithm for Tensor Rank Decomposition.
[BibTeX]
[DOI]
Simon Telen
,
Nick Vannieuwenhoven
ACM Trans. Math. Softw., December, 2022

Sensitivity of low-rank matrix recovery.
[BibTeX]
[DOI]
Paul Breiding
,
Nick Vannieuwenhoven
Numerische Mathematik, 2022

Tensor completion using geodesics on Segre manifolds.
[BibTeX]
[DOI]
Lars Swijsen
,
Joeri Van der Veken
,
Nick Vannieuwenhoven
Numer. Linear Algebra Appl., 2022

The condition number of singular subspaces.
[BibTeX]
[DOI]
Nick Vannieuwenhoven
CoRR, 2022

2021
The Condition Number of Riemannian Approximation Problems.
[BibTeX]
[DOI]
Paul Breiding
,
Nick Vannieuwenhoven
SIAM J. Optim., 2021

Three decompositions of symmetric tensors have similar condition numbers.
[BibTeX]
[DOI]
Nick Dewaele
,
Paul Breiding
,
Nick Vannieuwenhoven
CoRR, 2021

Relative-error stability of numerical algorithms.
[BibTeX]
[DOI]
Carlos Beltrán
,
Vanni Noferini
,
Nick Vannieuwenhoven
CoRR, 2021

Algebraic compressed sensing.
[BibTeX]
[DOI]
Paul Breiding
,
Fulvio Gesmundo
,
Mateusz Michalek
,
Nick Vannieuwenhoven
CoRR, 2021

ATC: an Advanced Tucker Compression library for multidimensional data.
[BibTeX]
[DOI]
Wouter Baert
,
Nick Vannieuwenhoven
CoRR, 2021

Normal Forms for Tensor Rank Decomposition.
[BibTeX]
[DOI]
Simon Telen
,
Nick Vannieuwenhoven
CoRR, 2021

2019
Pencil-Based Algorithms for Tensor Rank Decomposition are not Stable.
[BibTeX]
[DOI]
Carlos Beltrán
,
Paul Breiding
,
Nick Vannieuwenhoven
SIAM J. Matrix Anal. Appl., 2019

A theory of condition for unconstrained perturbations.
[BibTeX]
[DOI]
Paul Breiding
,
Nick Vannieuwenhoven
CoRR, 2019

Analyzing Soccer Players' Skill Ratings Over Time Using Tensor-Based Methods.
[BibTeX]
[DOI]
Kenneth Verstraete
,
Tom Decroos
,
Bruno Coussement
,
Nick Vannieuwenhoven
,
Jesse Davis
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018
The Condition Number of Join Decompositions.
[BibTeX]
[DOI]
Paul Breiding
,
Nick Vannieuwenhoven
SIAM J. Matrix Anal. Appl., 2018

A Riemannian Trust Region Method for the Canonical Tensor Rank Approximation Problem.
[BibTeX]
[DOI]
Paul Breiding
,
Nick Vannieuwenhoven
SIAM J. Optim., 2018

Convergence analysis of Riemannian Gauss-Newton methods and its connection with the geometric condition number.
[BibTeX]
[DOI]
Paul Breiding
,
Nick Vannieuwenhoven
Appl. Math. Lett., 2018

2017
Effective Criteria for Specific Identifiability of Tensors and Forms.
[BibTeX]
[DOI]
Luca Chiantini
,
Giorgio Ottaviani
,
Nick Vannieuwenhoven
SIAM J. Matrix Anal. Appl., 2017

2015
Computing the Gradient in Optimization Algorithms for the CP Decomposition in Constant Memory through Tensor Blocking.
[BibTeX]
[DOI]
Nick Vannieuwenhoven
,
Karl Meerbergen
,
Raf Vandebril
SIAM J. Sci. Comput., 2015

2014
On Generic Nonexistence of the Schmidt-Eckart-Young Decomposition for Complex Tensors.
[BibTeX]
[DOI]
Nick Vannieuwenhoven
,
Johannes Nicaise
,
Raf Vandebril
,
Karl Meerbergen
SIAM J. Matrix Anal. Appl., 2014

An Algorithm For Generic and Low-Rank Specific Identifiability of Complex Tensors.
[BibTeX]
[DOI]
Luca Chiantini
,
Giorgio Ottaviani
,
Nick Vannieuwenhoven
SIAM J. Matrix Anal. Appl., 2014

2013
IMF: An Incomplete Multifrontal LU-Factorization for Element-Structured Sparse Linear Systems.
[BibTeX]
[DOI]
Nick Vannieuwenhoven
,
Karl Meerbergen
SIAM J. Sci. Comput., 2013

2012
A New Truncation Strategy for the Higher-Order Singular Value Decomposition.
[BibTeX]
[DOI]
Nick Vannieuwenhoven
,
Raf Vandebril
,
Karl Meerbergen
SIAM J. Sci. Comput., 2012


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