Gerrit Welper

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
Approximation, Estimation and Optimization Errors for a Deep Neural Network.
Trans. Mach. Learn. Res.
Gerrit Welper, Benjamin Keene
2025 J jnl
Learning Low Rank Neural Representations of Hyperbolic Wave Dynamics from Data.
CoRR
Woojin Cho, Kookjin Lee, Noseong Park, Donsub Rim, Gerrit Welper
2024 J jnl
A Low Rank Neural Representation of Entropy Solutions.
CoRR
Donsub Rim, Gerrit Welper
2024 J jnl
Approximation and Gradient Descent Training with Neural Networks.
CoRR
Gerrit Welper
2024 J jnl
FastLRNR and Sparse Physics Informed Backpropagation.
CoRR
Woojin Cho, Kookjin Lee, Noseong Park, Donsub Rim, Gerrit Welper
2024 J jnl
Nonlinear Behaviour of Critical Points for a Simple Neural Network.
Trans. Mach. Learn. Res.
Gerrit Welper
2023 J jnl
Approximation Results for Gradient Descent trained Neural Networks.
CoRR
Gerrit Welper
2023 J jnl
Learning Trees of ๐“
CoRR
Gerrit Welper
2023 J jnl
Performance bounds for Reduced Order Models with Application to Parametric Transport.
CoRR
Donsub Rim, Gerrit Welper
2022 J jnl
Approximation results for Gradient Descent trained Shallow Neural Networks in 1d.
CoRR
R. Gentile, Gerrit Welper
2022 J jnl
Universality of gradient descent neural network training.
Neural Networks
Gerrit Welper
2021 J jnl
Non-Convex Compressed Sensing with Training Data.
CoRR
Gerrit Welper
2020 J jnl
A Relaxation Argument for Optimization in Neural Networks and Non-Convex Compressed Sensing.
CoRR
Gerrit Welper
2020 J jnl
Transformed Snapshot Interpolation with High Resolution Transforms.
SIAM J. Sci. Comput.
Gerrit Welper
2020 J jnl
Universality of Gradient Descent Neural Network Training.
CoRR
Gerrit Welper
2018 J jnl
Adaptive anisotropic Petrov-Galerkin methods for first order transport equations.
J. Comput. Appl. Math.
Wolfgang Dahmen, Gitta Kutyniok, Wang-Q Lim, Christoph Schwab, Gerrit Welper
2017 J jnl
Diffusion Coefficients Estimation for Elliptic Partial Differential Equations.
SIAM J. Math. Anal.
Andrea Bonito, Albert Cohen, Ronald A. DeVore, Guergana Petrova, Gerrit Welper
2017 J jnl
Interpolation of Functions with Parameter Dependent Jumps by Transformed Snapshots.
SIAM J. Sci. Comput.
Gerrit Welper
2012 J jnl
Adaptive Petrov-Galerkin Methods for First Order Transport Equations.
SIAM J. Numer. Anal.
Wolfgang Dahmen, Chunyan Huang, Christoph Schwab, Gerrit Welper