Paper notes: “Certifying Some Distributional Robustness with Principled Adversarial Training”

In this post I will provide a brief overview of the paper "Certifying Some Distributional Robustness with Principled Adversarial Training" . It assumes good knowledge of stochastic optimisation and adversarial robustness. This work is a positive step towards training neural networks that are robust to small perturbations of their inputs, which may stem from adversarial… Continue reading Paper notes: “Certifying Some Distributional Robustness with Principled Adversarial Training”