Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality

Sai Li, T. Tony Cai, Hongzhe Li

This paper considers the estimation and prediction of a high-dimensional linear regression in the setting of transfer learning, using samples from the target model as well as auxil…