Montreuil, Yannis

3 publications

ICLR 2026 Why Ask One When You Can Ask $k$? Learning-to-Defer to the Top-$k$ Experts Yannis Montreuil, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi

ICML 2025 A Two-Stage Learning-to-Defer Approach for Multi-Task Learning Yannis Montreuil, Yeo Shu Heng, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi

ICML 2025 Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Yannis Montreuil, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi