Confidence Scores Make Instance-dependent Label-noise Learning Possible. - Antonin Berthon; Bo Han 003; Gang Niu 001; Tongliang Liu; Masashi Sugiyama (ICML, 2021)

G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration. - Samuel Holt; Max Ruiz Luyten; Antonin Berthon; Mihaela van der Schaar (CoRR, 2025)

Language Bottleneck Models: A Framework for Interpretable Knowledge Tracing and Beyond. - Antonin Berthon; Mihaela van der Schaar (CoRR, 2025)