Collaborative Insurance Sustainability and Network Structure. - Arthur Charpentier; Lariosse Kouakou; Matthias Löwe; Philipp Ratz; Franck Vermet (CoRR, 2021)

Mitigating Discrimination in Insurance with Wasserstein Barycenters. - Arthur Charpentier; François Hu; Philipp Ratz (PKDD/ECML Workshops (1), 2023)

Fairness in Multi-Task Learning via Wasserstein Barycenters. - François Hu; Philipp Ratz; Arthur Charpentier (ECML/PKDD (2), 2023)

Addressing Fairness and Explainability in Image Classification Using Optimal Transport. - Philipp Ratz; François Hu; Arthur Charpentier (CoRR, 2023)

Parametric Fairness with Statistical Guarantees. - François Hu; Philipp Ratz; Arthur Charpentier (CoRR, 2023)

A Sequentially Fair Mechanism for Multiple Sensitive Attributes. - François Hu; Philipp Ratz; Arthur Charpentier (AAAI, 2024)

Geospatial Disparities: A Case Study on Real Estate Prices in Paris. - Agathe Fernandes Machado; François Hu; Philipp Ratz; Ewen Gallic; Arthur Charpentier (CoRR, 2024)

Beyond Human Intervention: Algorithmic Collusion through Multi-Agent Learning Strategies. - Suzie Grondin; Arthur Charpentier; Philipp Ratz (CoRR, 2025)

EquiPy: Sequential Fairness using Optimal Transport in Python. - Agathe Fernandes Machado; Suzie Grondin; Philipp Ratz; Arthur Charpentier; François Hu (CoRR, 2025)