Machado, Agathe Fernandes

4 publications

IJCAI 2025 Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification Agathe Fernandes Machado

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

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