yao-lab / margin

This is a repository for reproducible experiments in Phase transitions in margin dynamics

Reference:

On Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics.

Weizhi Zhu, Yifei Huang, Yuan Yao.

https://arxiv.org/abs/1810.03389

Yifei HUANG's CIFAR10 data with random perturbation can be found at: [https://drive.google.com/drive/u/0/folders/1QBq-QMX2tyMuB2KCDLYEsXSHbBSX2AT1]

Weizhi ZHU's experiments using power method of spectral normalization can be found at https://github.com/yao-lab/margin/tree/master/ZHU_Weizhi_exp