Philipp Ratz

According to our database, Philipp Ratz authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

EquiPy: Sequential Fairness using Optimal Transport in Python.

Agathe Fernandes Machado, Suzie Grondin, Philipp Ratz, Arthur Charpentier, François Hu

CoRR, March, 2025

Beyond Human Intervention: Algorithmic Collusion through Multi-Agent Learning Strategies.

Suzie Grondin, Arthur Charpentier, Philipp Ratz

CoRR, January, 2025

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

A Sequentially Fair Mechanism for Multiple Sensitive Attributes.

François Hu, Philipp Ratz, Arthur Charpentier

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Parametric Fairness with Statistical Guarantees.

François Hu, Philipp Ratz, Arthur Charpentier

CoRR, 2023

Addressing Fairness and Explainability in Image Classification Using Optimal Transport.

Philipp Ratz, François Hu, Arthur Charpentier

CoRR, 2023

Fairness in Multi-Task Learning via Wasserstein Barycenters.

François Hu, Philipp Ratz, Arthur Charpentier

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Mitigating Discrimination in Insurance with Wasserstein Barycenters.

Arthur Charpentier, François Hu, Philipp Ratz

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2021

Collaborative Insurance Sustainability and Network Structure.

Arthur Charpentier, Lariosse Kouakou, Matthias Löwe, Philipp Ratz, Franck Vermet

CoRR, 2021