Brenier Meets Adversarial Training: Optimal Transport Geometry for Robust Learning

Alireza Abdollahpoorrostam, Ehsan Sharifian, Buse Şen +2

Distributionally robust optimization (DRO) provides a principled framework for learning under distribution shift, but its practical use is hindered by the difficulty of evaluating…