Adversarial Robustness in One-Stage Learning-to-Defer

Yannis Montreuil, Letian Yu, Axel Carlier +2

Learning-to-Defer (L2D) enables hybrid decision-making by routing inputs either to a predictor or to external experts. While promising, L2D is highly vulnerable to adversarial pert…