Taming heavy-tailed features by shrinkage

Ziwei Zhu, Wenjing Zhou

In this work, we focus on a variant of the generalized linear model (GLM) called corrupted GLM (CGLM) with heavy-tailed features and responses. To robustify the statistical inferen…