On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data

Nan Lu, Gang Niu, Aditya Krishna Menon +1

Empirical risk minimization (ERM), with proper loss function and regularization, is the common practice of supervised classification. In this paper, we study training arbitrary (fr…