Philipp Ratz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Multitask Learning

Kernel Density Estimators

Risk Management

Top Venues

Publications

Agathe Fernandes Machado, François Hu, Philipp Ratz, Ewen Gallic, Arthur Charpentier
Geospatial Disparities: A Case Study on Real Estate Prices in Paris. CoRR (2024)
François Hu, Philipp Ratz, Arthur Charpentier
A Sequentially Fair Mechanism for Multiple Sensitive Attributes. AAAI (2024)
François Hu, Philipp Ratz, Arthur Charpentier
Fairness in Multi-Task Learning via Wasserstein Barycenters. ECML/PKDD (2) (2023)
Philipp Ratz, François Hu, Arthur Charpentier
Addressing Fairness and Explainability in Image Classification Using Optimal Transport. CoRR (2023)
François Hu, Philipp Ratz, Arthur Charpentier
A Sequentially Fair Mechanism for Multiple Sensitive Attributes. CoRR (2023)
Arthur Charpentier, François Hu, Philipp Ratz
Mitigating Discrimination in Insurance with Wasserstein Barycenters. CoRR (2023)
François Hu, Philipp Ratz, Arthur Charpentier
Parametric Fairness with Statistical Guarantees. CoRR (2023)
François Hu, Philipp Ratz, Arthur Charpentier
Fairness in Multi-Task Learning via Wasserstein Barycenters. CoRR (2023)
Arthur Charpentier, Lariosse Kouakou, Matthias Löwe, Philipp Ratz, Franck Vermet
Collaborative Insurance Sustainability and Network Structure. CoRR (2021)