Distributed High-dimensional Regression Under a Quantile Loss Function

Xi Chen, Weidong Liu, Xiaojun Mao +1

This paper studies distributed estimation and support recovery for high-dimensional linear regression model with heavy-tailed noise. To deal with heavy-tailed noise whose variance…