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Large-width asymptotics for ReLU neural networks with $α$-Stable
  initializations

Large-width asymptotics for ReLU neural networks with ααα-Stable initializations

16 June 2022
Stefano Favaro
S. Fortini
Stefano Peluchetti
ArXivPDFHTML

Papers citing "Large-width asymptotics for ReLU neural networks with $α$-Stable initializations"

3 / 3 papers shown
Title
Wide stable neural networks: Sample regularity, functional convergence
  and Bayesian inverse problems
Wide stable neural networks: Sample regularity, functional convergence and Bayesian inverse problems
Tomás Soto
22
0
0
04 Jul 2024
Deep neural networks with dependent weights: Gaussian Process mixture
  limit, heavy tails, sparsity and compressibility
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility
Hoileong Lee
Fadhel Ayed
Paul Jung
Juho Lee
Hongseok Yang
François Caron
25
10
0
17 May 2022
Non-asymptotic approximations of neural networks by Gaussian processes
Non-asymptotic approximations of neural networks by Gaussian processes
Ronen Eldan
Dan Mikulincer
T. Schramm
20
24
0
17 Feb 2021
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