Research
Published Articles
Beyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models
Date: 2025-06-16
Conference: Workshop on Explainable Artificial Intelligence (XAI) IJCAI 2025
Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport
Date: 2025-01-26
Conference: IJCAI 2025
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness
Date: 2024-08-06
Conference: AAAI 2025
Post-Calibration Techniques: Balancing Calibration and Score Distribution Alignment
Date: 2024-11-27
Conference: Workshop Bayesian and Decision Uncertainty (BDU) NeurIPS 2024
Preprints
Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
Date: 2025-05-19
EquiPy: Sequential Fairness using Optimal Transport in Python
Date: 2025-03-14
Probabilistic Scores of Classifiers, Calibration is not Enough
Date: 2024-08-06
From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration
Date: 2024-02-12
Geospatial Disparities: A Case Study on Real Estate Prices in Paris
Date: 2024-01-29