On semi-supervised estimation using exponential tilt mixture models

Ye Tian, Xinwei Zhang, Zhiqiang Tan

Consider a semi-supervised setting with a labeled dataset of binary responses and predictors and an unlabeled dataset with only the predictors. Logistic regression is equivalent to…