Evaluating Robustness to Context-Sensitive Feature Perturbations of Different Granularities

Isaac Dunn, Laura Hanu, Hadrien Pouget +2

We cannot guarantee that training datasets are representative of the distribution of inputs that will be encountered during deployment. So we must have confidence that our models d…