$α$ -Stable convergence of heavy-tailed infinitely-wide neural networks

18 June 2021

Papers citing "$α$-Stable convergence of heavy-tailed infinitely-wide neural networks"

4 / 4 papers shown

Title
Slow Transition to Low-Dimensional Chaos in Heavy-Tailed Recurrent Neural Networks Yi Xie Stefan Mihalas Łukasz Kuśmierz 26 0 0 14 May 2025
Gaussian random field approximation via Stein's method with applications to wide random neural networks Krishnakumar Balasubramanian L. Goldstein Nathan Ross Adil Salim 35 9 0 28 Jun 2023
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning François Caron Fadhel Ayed Paul Jung Hoileong Lee Juho Lee Hongseok Yang 67 2 0 02 Feb 2023
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 51 10 0 17 May 2022