Code for experiments in paper titled: Certifying Model Accuracy under Distribution Shift. It is adapted from the publicly availabe code repository for the paper Certified Adversarial Robustness via Randomized Smoothing by (Cohen et al. 2019).
This repository contains three sets of distribution shifts: Natural Shifts, Adversarial Shifts and Unlearnable Datasets. Details of each experiment is available in the README of the corresponding directory.