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Gerrit Welper

According to our database1, Gerrit Welper authored at least 16 papers between 2012 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
Nonlinear Behaviour of Critical Points for a Simple Neural Network.
[BibTeX]
[DOI]
Gerrit Welper
Trans. Mach. Learn. Res., 2024

FastLRNR and Sparse Physics Informed Backpropagation.
[BibTeX]
[DOI]
Woojin Cho
,
Kookjin Lee
,
Noseong Park
,
Donsub Rim
,
Gerrit Welper
CoRR, 2024

A Low Rank Neural Representation of Entropy Solutions.
[BibTeX]
[DOI]
Donsub Rim
,
Gerrit Welper
CoRR, 2024

Approximation and Gradient Descent Training with Neural Networks.
[BibTeX]
[DOI]
Gerrit Welper
CoRR, 2024

2023
Performance bounds for Reduced Order Models with Application to Parametric Transport.
[BibTeX]
[DOI]
Donsub Rim
,
Gerrit Welper
CoRR, 2023

Approximation Results for Gradient Descent trained Neural Networks.
[BibTeX]
[DOI]
Gerrit Welper
CoRR, 2023

Learning Trees of 𝓁<sub>0</sub>-Minimization Problems.
[BibTeX]
[DOI]
Gerrit Welper
CoRR, 2023

2022
Universality of gradient descent neural network training.
[BibTeX]
[DOI]
Gerrit Welper
Neural Networks, 2022

Approximation results for Gradient Descent trained Shallow Neural Networks in 1d.
[BibTeX]
[DOI]
R. Gentile
,
Gerrit Welper
CoRR, 2022

2021
Non-Convex Compressed Sensing with Training Data.
[BibTeX]
[DOI]
Gerrit Welper
CoRR, 2021

2020
Transformed Snapshot Interpolation with High Resolution Transforms.
[BibTeX]
[DOI]
Gerrit Welper
SIAM J. Sci. Comput., 2020

A Relaxation Argument for Optimization in Neural Networks and Non-Convex Compressed Sensing.
[BibTeX]
[DOI]
Gerrit Welper
CoRR, 2020

2018
Adaptive anisotropic Petrov-Galerkin methods for first order transport equations.
[BibTeX]
[DOI]
Wolfgang Dahmen
,
Gitta Kutyniok
,
Wang-Q Lim
,
Christoph Schwab
,
Gerrit Welper
J. Comput. Appl. Math., 2018

2017
Interpolation of Functions with Parameter Dependent Jumps by Transformed Snapshots.
[BibTeX]
[DOI]
Gerrit Welper
SIAM J. Sci. Comput., 2017

Diffusion Coefficients Estimation for Elliptic Partial Differential Equations.
[BibTeX]
[DOI]
Andrea Bonito
,
Albert Cohen
,
Ronald A. DeVore
,
Guergana Petrova
,
Gerrit Welper
SIAM J. Math. Anal., 2017

2012
Adaptive Petrov-Galerkin Methods for First Order Transport Equations.
[BibTeX]
[DOI]
Wolfgang Dahmen
,
Chunyan Huang
,
Christoph Schwab
,
Gerrit Welper
SIAM J. Numer. Anal., 2012


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