| 2026 | AAAI | Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract). | Bertille Tierny, Arthur Charpentier, Franois Hu |
| 2026 | AAAI | Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint. | Bertille Tierny, Arthur Charpentier, Franois Hu |
| 2025 | AAAI | Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness. | Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic |
| 2025 | ECAI | KNN and K-Means in Gini Prametric Spaces. | Cassandra Mussard, Arthur Charpentier, Stphane Mussard |
| 2025 | IJCAI | Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport. | Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier |
| 2025 | KES | KurtHGR: A Neural Maximal Correlation for Tabular Datasets. | Samuel Stocksieker, Denys Pommeret, Arthur Charpentier |
| 2025 | KES | Disentangled Deep Smoothed Bootstrap for Fair Imbalanced Regression. | Samuel Stocksieker, Denys Pommeret, Arthur Charpentier |
| 2024 | AAAI | A Sequentially Fair Mechanism for Multiple Sensitive Attributes. | Franois Hu, Philipp Ratz, Arthur Charpentier |
| 2024 | ICONIP | Data Augmentation with Variational Autoencoder for Imbalanced Dataset. | Samuel Stocksieker, Denys Pommeret, Arthur Charpentier |
| 2024 | IJCNN | Boarding for ISS: Imbalanced Self-Supervised Discovery of a Scaled Autoencoder for Mixed Tabular Datasets. | Samuel Stocksieker, Denys Pommeret, Arthur Charpentier |
| 2023 | AISTATS | Data Augmentation for Imbalanced Regression. | Samuel Stocksieker, Denys Pommeret, Arthur Charpentier |