Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling

Jessica Gronsbell, Molei Liu, Lu Tian +1

In many contemporary applications, large amounts of unlabeled data are readily available while labeled examples are limited. There has been substantial interest in semi-supervised…