Are deep ResNets provably better than linear predictors?

9 July 2019

Papers citing "Are deep ResNets provably better than linear predictors?"

5 / 5 papers shown

Title
Adversarial Token Attacks on Vision Transformers Ameya Joshi Gauri Jagatap C. Hegde ViT 30 19 0 08 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
Representing smooth functions as compositions of near-identity functions with implications for deep network optimization Peter L. Bartlett S. Evans Philip M. Long 66 31 0 13 Apr 2018
Global optimality conditions for deep neural networks Chulhee Yun S. Sra Ali Jadbabaie 121 117 0 08 Jul 2017
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 114 577 0 27 Feb 2015