Convergence and Implicit Regularization Properties of Gradient Descent for Deep Residual Networks

14 April 2022

Papers citing "Convergence and Implicit Regularization Properties of Gradient Descent for Deep Residual Networks"

4 / 4 papers shown

Title
Generalization of Scaled Deep ResNets in the Mean-Field Regime Yihang Chen Fanghui Liu Yiping Lu Grigorios G. Chrysos V. Cevher 41 2 0 14 Mar 2024
Implicit regularization of deep residual networks towards neural ODEs P. Marion Yu-Han Wu Michael E. Sander Gérard Biau 34 14 0 03 Sep 2023
Do Residual Neural Networks discretize Neural Ordinary Differential Equations? Michael E. Sander Pierre Ablin Gabriel Peyré 32 25 0 29 May 2022
Representing smooth functions as compositions of near-identity functions with implications for deep network optimization Peter L. Bartlett S. Evans Philip M. Long 73 31 0 13 Apr 2018