Adversarial confidence and smoothness regularizations for scalable unsupervised discriminative learning

Yi-Qing Wang

In this paper, we consider a generic probabilistic discriminative learner from the functional viewpoint and argue that, to make it learn well, it is necessary to constrain its hypo…