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Weighted variation spaces and approximation by shallow ReLU networks

Weighted variation spaces and approximation by shallow ReLU networks

Applied and Computational Harmonic Analysis (ACHA), 2023
28 July 2023
Ronald A. DeVore
Robert D. Nowak
Rahul Parhi
Jonathan W. Siegel
ArXiv (abs)PDFHTML

Papers citing "Weighted variation spaces and approximation by shallow ReLU networks"

5 / 5 papers shown
Weighted Sobolev Approximation Rates for Neural Networks on Unbounded
  Domains
Weighted Sobolev Approximation Rates for Neural Networks on Unbounded Domains
Ahmed Abdeljawad
Thomas Dittrich
181
4
0
06 Nov 2024
A Lipschitz spaces view of infinitely wide shallow neural networks
A Lipschitz spaces view of infinitely wide shallow neural networks
Francesca Bartolucci
Marcello Carioni
José A. Iglesias
Yury Korolev
Emanuele Naldi
Stefano Vigogna
359
2
0
18 Oct 2024
Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities
Function-Space Optimality of Neural Architectures with Multivariate NonlinearitiesSIAM Journal on Mathematics of Data Science (SIMODS), 2023
Rahul Parhi
Michael Unser
388
5
0
05 Oct 2023
Optimal Approximation of Zonoids and Uniform Approximation by Shallow Neural Networks
Optimal Approximation of Zonoids and Uniform Approximation by Shallow Neural NetworksConstructive approximation (Constr. Approx.), 2023
Jonathan W. Siegel
551
14
0
28 Jul 2023
Convergence Rates of Oblique Regression Trees for Flexible Function
  Libraries
Convergence Rates of Oblique Regression Trees for Flexible Function LibrariesAnnals of Statistics (Ann. Stat.), 2022
M. D. Cattaneo
Rajita Chandak
Jason M. Klusowski
231
15
0
26 Oct 2022
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