Robustness to Adversarial Perturbations in Learning from Incomplete Data

Amir Najafi, Shin-ichi Maeda, Masanori Koyama +1

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, thi…