Convex and Non-convex Approaches for Statistical Inference with Class-Conditional Noisy Labels

Hyebin Song, Ran Dai, Garvesh Raskutti +1

We study the problem of estimation and testing in logistic regression with class-conditional noise in the observed labels, which has an important implication in the Positive-Unlabe…