Non-asymptotic approximations of neural networks by Gaussian processes

17 February 2021

Papers citing "Non-asymptotic approximations of neural networks by Gaussian processes"

6 / 6 papers shown

Title
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 33 0 0 10 Sep 2024
Quantitative CLTs in Deep Neural Networks Stefano Favaro Boris Hanin Domenico Marinucci I. Nourdin G. Peccati BDL 23 10 0 12 Jul 2023
Large-width asymptotics for ReLU neural networks with $α$ -Stable initializations Stefano Favaro S. Fortini Stefano Peluchetti 15 2 0 16 Jun 2022
Rate of Convergence of Polynomial Networks to Gaussian Processes Adam Klukowski 8 14 0 04 Nov 2021
Random Neural Networks in the Infinite Width Limit as Gaussian Processes Boris Hanin BDL 10 43 0 04 Jul 2021
A single gradient step finds adversarial examples on random two-layers neural networks Sébastien Bubeck Yeshwanth Cherapanamjeri Gauthier Gidel Rémi Tachet des Combes MLT 15 27 0 08 Apr 2021