Xiaohui Liu

Functional Adaptive Huber Linear Regression

Abstract. Robust estimation has played an important role in statistical and machine learning. However, its applications to functional linear regression are still underdeveloped. In this paper, we focus on Huber’s loss with a diverging robustness parameter which was previously use...