On the Pitfalls of Entropy-Based Uncertainty for Multi-class Semi-supervised Segmentation. - Martin Van Waerebeke; Gregory A. Lodygensky; Jose Dolz (UNSURE@MICCAI, 2022)

SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization. - Yann Fraboni; Martin Van Waerebeke; Kevin Scaman; Richard Vidal; Laetitia Kameni; Marco Lorenzi (AISTATS, 2024)

When to Forget? Complexity Trade-offs in Machine Unlearning. - Martin Van Waerebeke; Marco Lorenzi; Giovanni Neglia; Kevin Scaman (CoRR, 2025)