Understanding Robust Machine Learning for Nonparametric Regression with Heavy-Tailed Noise

Yunlong Feng, Qiang Wu

We investigate robust nonparametric regression in the presence of heavy-tailed noise, where the hypothesis class may contain unbounded functions and robustness is ensured via a rob…