Two-stage Learning-to-Defer for Multi-Task Learning. - Yannis Montreuil; Yeo Shu Heng; Axel Carlier; Lai Xing Ng; Wei Tsang Ooi (CoRR, 2024)

Learning-to-Defer for Extractive Question Answering. - Yannis Montreuil; Axel Carlier; Lai Xing Ng; Wei Tsang Ooi (CoRR, 2024)

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

Why Ask One When You Can Ask k? Two-Stage Learning-to-Defer to the Top-k Experts. - Yannis Montreuil; Axel Carlier; Lai Xing Ng; Wei Tsang Ooi (CoRR, 2025)

One-Stage Top-k Learning-to-Defer: Score-Based Surrogates with Theoretical Guarantees. - Yannis Montreuil; Axel Carlier; Lai Xing Ng; Wei Tsang Ooi (CoRR, 2025)