2D Stability Selection: Design Jittering to Exclude Correlated Irrelevant Features

Mahdi Nouraie, Houying Zhu, Samuel Muller

Stability Selection resamples the observations but leaves the design untouched, so it cannot reject an irrelevant feature that is correlated with the relevant ones in a way that vi…