Charpentier, Arthur

7 publications

IJCAI 2025 Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier

AAAI 2025 Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic

AAAI 2024 A Sequentially Fair Mechanism for Multiple Sensitive Attributes François Hu, Philipp Ratz, Arthur Charpentier

TMLR 2024 Generalized Oversampling for Learning from Imbalanced Datasets and Associated Theory: Application in Regression Samuel Stocksieker, Denys Pommeret, Arthur Charpentier

NeurIPSW 2024 Post-Calibration Techniques: Balancing Calibration and Score Distribution Alignment Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, Francois Hu

AISTATS 2023 Data Augmentation for Imbalanced Regression Samuel Stocksieker, Denys Pommeret, Arthur Charpentier

ECML-PKDD 2023 Fairness in Multi-Task Learning via Wasserstein Barycenters François Hu, Philipp Ratz, Arthur Charpentier