Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions

8 April 2023

Papers citing "Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions"

6 / 6 papers shown

Title
Proportional infinite-width infinite-depth limit for deep linear neural networks Federico Bassetti Lucia Ladelli P. Rotondo 62 0 0 22 Nov 2024
Wide stable neural networks: Sample regularity, functional convergence and Bayesian inverse problems Tomás Soto 14 0 0 04 Jul 2024
Gaussian random field approximation via Stein's method with applications to wide random neural networks Krishnakumar Balasubramanian L. Goldstein Nathan Ross Adil Salim 4 8 0 28 Jun 2023
Posterior Inference on Shallow Infinitely Wide Bayesian Neural Networks under Weights with Unbounded Variance Jorge Loría A. Bhadra UQCV BDL 19 1 0 18 May 2023
Large-width asymptotics for ReLU neural networks with $α$ -Stable initializations Stefano Favaro S. Fortini Stefano Peluchetti 12 1 0 16 Jun 2022
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 8 0 17 May 2022