Agathe Fernandes Machado

According to our database, Agathe Fernandes Machado authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

Decomposing Probabilistic Scores: Reliability, Information Loss and Uncertainty.

Arthur Charpentier, Agathe Fernandes Machado

CoRR, March, 2026

Sequential Transport for Causal Mediation Analysis.

Agathe Fernandes Machado, Iryna Voitsitska, Arthur Charpentier, Ewen Gallic

CoRR, March, 2026

Federated Measurement of Demographic Disparities from Quantile Sketches.

Arthur Charpentier, Agathe Fernandes Machado, Olivier Côté, François Hu

CoRR, February, 2026

2025

Beyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models.

Marouane Il Idrissi, Agathe Fernandes Machado, Arthur Charpentier

CoRR, June, 2025

Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals.

Marouane Il Idrissi, Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier

CoRR, May, 2025

EquiPy: Sequential Fairness using Optimal Transport in Python.

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

CoRR, March, 2025

Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport.

Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic

CoRR, January, 2025

Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport.

Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification.

Agathe Fernandes Machado

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness.

Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Probabilistic Scores of Classifiers, Calibration is not Enough.

Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu

CoRR, 2024

From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration.

Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu

CoRR, 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