2020
Hold me tight! Influence of discriminative features on deep network boundaries
NeurIPS 2020poster
Important insights towards the explainability of neural networks reside in the characteristics of their decision boundaries. In this work, we borrow tools from the field of adversarial robustness, and propose a new perspective that relates dataset features to the distance of samples to the decision…