Martin Van Waerebeke

According to our database, Martin Van Waerebeke authored at least 4 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Variance-Reduced (ϵ,δ)-Unlearning using Forget Set Gradients.

Martin Van Waerebeke, Marco Lorenzi, Kevin Scaman, El Mahdi El Mhamdi, Giovanni Neglia

CoRR, February, 2026

2025

When to Forget? Complexity Trade-offs in Machine Unlearning.

Martin Van Waerebeke, Marco Lorenzi, Giovanni Neglia, Kevin Scaman

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

On the Pitfalls of Entropy-Based Uncertainty for Multi-class Semi-supervised Segmentation.

Martin Van Waerebeke, Gregory A. Lodygensky, Jose Dolz

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022