Agathe Fernandes Machado

14 papers A* 3Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decomposing Probabilistic Scores: Reliability, Information Loss and Uncertainty. CoRR Arthur Charpentier, Agathe Fernandes Machado
2026	J	`jnl`	Federated Measurement of Demographic Disparities from Quantile Sketches. CoRR Arthur Charpentier, Agathe Fernandes Machado, Olivier Côté, François Hu
2026	J	`jnl`	Sequential Transport for Causal Mediation Analysis. CoRR Agathe Fernandes Machado, Iryna Voitsitska, Arthur Charpentier, Ewen Gallic
2025	J	`jnl`	Beyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models. CoRR Marouane Il Idrissi, Agathe Fernandes Machado, Arthur Charpentier
2025	A*	`conf`	Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification. IJCAI Agathe Fernandes Machado
2025	J	`jnl`	EquiPy: Sequential Fairness using Optimal Transport in Python. CoRR Agathe Fernandes Machado, Suzie Grondin, Philipp Ratz, Arthur Charpentier, François Hu
2025	A*	`conf`	Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport. IJCAI Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier
2025	J	`jnl`	Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport. CoRR Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic
2025	A*	`conf`	Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness. AAAI Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic
2025	J	`jnl`	Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals. CoRR Marouane Il Idrissi, Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier
2024	J	`jnl`	From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration. CoRR Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu
2024	J	`jnl`	Geospatial Disparities: A Case Study on Real Estate Prices in Paris. CoRR Agathe Fernandes Machado, François Hu, Philipp Ratz, Ewen Gallic, Arthur Charpentier
2024	J	`jnl`	Probabilistic Scores of Classifiers, Calibration is not Enough. CoRR Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu
2024	J	`jnl`	Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness. CoRR Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic