Are ResNets Provably Better than Linear Predictors?

18 April 2018

Papers citing "Are ResNets Provably Better than Linear Predictors?"

4 / 4 papers shown

Title
Fourier Neural Networks for Function Approximation R. Subhash K. Yaswanth 20 1 0 21 Oct 2021
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth Yiping Lu Chao Ma Yulong Lu Jianfeng Lu Lexing Ying MLT 31 78 0 11 Mar 2020
ResNet with one-neuron hidden layers is a Universal Approximator Hongzhou Lin Stefanie Jegelka 28 227 0 28 Jun 2018
Adding One Neuron Can Eliminate All Bad Local Minima Shiyu Liang Ruoyu Sun J. Lee R. Srikant 29 89 0 22 May 2018