2D Stability Selection: Design Jittering for Doubly Stable Feature Selection

Mahdi Nouraie, Houying Zhu, Samuel Muller

We study feature selection in high-dimensional regression under two distinct sources of instability: sampling variability and measurement error in the design matrix. Stability Sele…