Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption

Lihu Xu, Fang Yao, Qiuran Yao +1

There has been a surge of interest in developing robust estimators for models with heavy-tailed and bounded variance data in statistics and machine learning, while few works impose…