Ewen Gallic

According to our database, Ewen Gallic authored at least 9 papers between 2016 and 2026.

Collaborative distances:

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

2026

Sequential Transport for Causal Mediation Analysis.

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

CoRR, March, 2026

2025

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

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

CoRR, May, 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

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

2016

Kernel density estimation based on Ripley's correction.

Arthur Charpentier, Ewen Gallic

GeoInformatica, 2016