/beyond-universal-robustness

Repository with the code relative to the paper https://arxiv.org/abs/2302.01629

Primary LanguageJupyter Notebook

This repository contains the code to reproduce the experiments in the paper Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels

Its Arxiv version can be found at https://arxiv.org/abs/2302.01629

The following command can be used to run one of the experiments

python3 ./main.py --i 0 --dataset 'synthetic' --activation 'square' --fmap 'ntk'