Gerrit Welper

According to our database, Gerrit Welper authored at least 12 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Performance bounds for Reduced Order Models with Application to Parametric Transport.

D. Rim, Gerrit Welper

CoRR, 2023

Approximation Results for Gradient Descent trained Neural Networks.

Gerrit Welper

CoRR, 2023

Learning Trees of 𝓁₀-Minimization Problems.

Gerrit Welper

CoRR, 2023

2022

Universality of gradient descent neural network training.

Gerrit Welper

Neural Networks, 2022

Approximation results for Gradient Descent trained Shallow Neural Networks in 1d.

R. Gentile, Gerrit Welper

CoRR, 2022

2021

Non-Convex Compressed Sensing with Training Data.

Gerrit Welper

CoRR, 2021

2020

Transformed Snapshot Interpolation with High Resolution Transforms.

Gerrit Welper

SIAM J. Sci. Comput., 2020

A Relaxation Argument for Optimization in Neural Networks and Non-Convex Compressed Sensing.

Gerrit Welper

CoRR, 2020

2018

Adaptive anisotropic Petrov-Galerkin methods for first order transport equations.

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.

Gerrit Welper

SIAM J. Sci. Comput., 2017

Diffusion Coefficients Estimation for Elliptic Partial Differential Equations.

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.

Wolfgang Dahmen, Chunyan Huang, Christoph Schwab, Gerrit Welper

SIAM J. Numer. Anal., 2012