Amir Najafi

Robustness to Adversarial Perturbations in Learning from Incomplete Data

2019 · Neural Information Processing Systems

What is the role of unlabeled data in an inference problem, when the presumed underlying distribution is adversarially perturbed? To provide a concrete answer to this question, this paper unifies two major learning frameworks: Semi-Supervised …