Adaptive and Stratified Subsampling for High-Dimensional Robust Estimation

Prateek Mittal, Joohi Chauhan

We study robust high-dimensional sparse regression under finite-variance heavy-tailed noise, epsilon-contamination, and alpha-mixing dependence via two subsampling estimators: Adap…