Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data

Ye Tian, Peng Wu, Zhiqiang Tan

The accessibility of vast volumes of unlabeled data has sparked growing interest in semi-supervised learning (SSL) and covariate shift transfer learning (CSTL). In this paper, we p…