Wide Deep Neural Networks with Gaussian Weights are Very Close to Gaussian Processes

18 December 2023

Papers citing "Wide Deep Neural Networks with Gaussian Weights are Very Close to Gaussian Processes"

5 / 5 papers shown

Title
Student-t processes as infinite-width limits of posterior Bayesian neural networks Francesco Caporali Stefano Favaro Dario Trevisan BDL 120 0 0 06 Feb 2025
Proportional infinite-width infinite-depth limit for deep linear neural networks Federico Bassetti Lucia Ladelli P. Rotondo 62 1 0 22 Nov 2024
Quantitative CLTs in Deep Neural Networks Stefano Favaro Boris Hanin Domenico Marinucci I. Nourdin G. Peccati BDL 23 11 0 12 Jul 2023
Gaussian Pre-Activations in Neural Networks: Myth or Reality? Pierre Wolinski Julyan Arbel AI4CE 68 8 0 24 May 2022
Non-asymptotic approximations of neural networks by Gaussian processes Ronen Eldan Dan Mikulincer T. Schramm 28 24 0 17 Feb 2021