Anchor Data Augmentation

Nora Schneider, Shirin Goshtasbpour, Fernando Perez-Cruz

We propose a novel algorithm for data augmentation in nonlinear over-parametrized regression. Our data augmentation algorithm borrows from the literature on causality and extends t…