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Spectral Bias Outside the Training Set for Deep Networks in the Kernel
  Regime

Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime

6 June 2022
Benjamin Bowman
Guido Montúfar
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Papers citing "Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime"

4 / 4 papers shown
Title
A distributional simplicity bias in the learning dynamics of transformers
A distributional simplicity bias in the learning dynamics of transformers
Riccardo Rende
Federica Gerace
A. Laio
Sebastian Goldt
79
8
0
17 Feb 2025
Characterizing the Spectrum of the NTK via a Power Series Expansion
Characterizing the Spectrum of the NTK via a Power Series Expansion
Michael Murray
Hui Jin
Benjamin Bowman
Guido Montúfar
35
11
0
15 Nov 2022
On the Proof of Global Convergence of Gradient Descent for Deep ReLU
  Networks with Linear Widths
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
Quynh N. Nguyen
38
49
0
24 Jan 2021
Deep Networks and the Multiple Manifold Problem
Deep Networks and the Multiple Manifold Problem
Sam Buchanan
D. Gilboa
John N. Wright
166
39
0
25 Aug 2020
1