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Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features
1 February 2024
Aku Kammonen
Lisi Liang
Anamika Pandey
Raúl Tempone
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Papers citing
"Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features"
4 / 4 papers shown
Title
Adaptive Random Fourier Features Training Stabilized By Resampling With Applications in Image Regression
Aku Kammonen
Anamika Pandey
E. von Schwerin
Raúl Tempone
35
0
0
08 Oct 2024
Deep Learning without Global Optimization by Random Fourier Neural Networks
Owen Davis
Gianluca Geraci
Mohammad Motamed
BDL
60
0
0
16 Jul 2024
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
Yongtao Wu
Zhenyu Zhu
Fanghui Liu
Grigorios G. Chrysos
V. Cevher
28
10
0
16 Sep 2022
Wind Field Reconstruction with Adaptive Random Fourier Features
Jonas Kiessling
Emanuel Ström
Raúl Tempone
32
8
0
04 Feb 2021
1