Talks (Conferences, Seminars)

• Quantact Seminar on Actuarial and Financial Mathematics, ULaval, Québec, presentation Unveil Sources of Uncertainty in Machine Learning Models: Feature Contribution to Conformal Prediction Intervals — Date: 2025-10
• CIRRELT Monthly Reading Group, Polytechnique Montreal, presentation Assessing Counterfactual Fairness via Optimal Transport Theory — Date: 2025-10
• PrivSec Days 2025 on Privacy and Security of Artificial Intelligence (AI), ETS, Montreal, presentation Assessing Counterfactual Fairness via Optimal Transport Theory — Date: 2025-09
• Doctoral Consortium ‑ 34th International Joint Conference on Artificial Intelligence IJCAI 2025, Montreal, presentation Ensuring Reliable and Transparent Algorithmic Fairness through Optimal Transport and Uncertainty Quantification — Date: 2025-08
• Actuarial and statistical summer seminar, Université du Québec à Montréal (UQAM), Montreal, presentation EquiPy: A Python Package implementing Sequential Fairness with Optimal Transport — Date: 2025-08
• Workshop Calibrating prediction uncertainty, statistics and machine learning perspectives, Isaac Newton Institute, Cambridge, presentation Beyond Calibration of Probabilistic Classifier Outputs — Date: 2025-06
• STATQAM Research Day, Université du Québec à Montréal, Montréal, presentation Assessing Counterfactual Fairness via (Marginally) Optimal Transport — Date: 2025-05
• Actuarial and Financial Mathematics Conference 2025, AG Campus, Brussels, poster presentation Predicting Unobserved Multi‑ Class Sensitive Attributes: Enhancing Calibration with Nested Dichotomies for Fairness — Date: 2025-02-04
• Workshop at Milliman France, Paris, presentation Discrimination in Mortality Scores — Date: 2025-01-30
• Seminar PSPP EDF Lab Chatou, Paris, presentation of calibration works — Date: 2025-01-27
• NeurIPS 2024 Workshop on Bayesian Decision‑making and Uncertainty, Vancouver, poster presentation of the article on calibration Post-Calibration Techniques: Balancing Calibration and Score Distribution Alignment — Date: 2024-12-14
• Workshop Seminario de Matemáticas Aplicadas, Quantil, Colombia, presentation of EquiPy Python library — Date: 2024-08-08
• Actuarial and Statistical Summer Workshop, Université du Québec à Montréal, presentation of Probabilistic scores of classifiers, calibration is not enough — Date: 2024-08-07
• Insurance Data Science Conference 2024, Stockholm, presentation of calibration measurement challenges, applied to an insurance dataset — Date: 2024-06-18
• Annual Congress SCSE 2024, HEC Montréal, presentation of the article on calibration From uncertainty to precision: Enhancing binary classifier performance through calibration — Date: 2024-05-17
• Workshop on Fairness and Discrimination in Insurance 2024, Université Laval (Québec), presentation of the EquiPy Python library applied to a health insurance dataset — Date: 2024-05-16
• Science Research Day 2024, UQAM, 4-minute presentation of my research project — Date: 2024-04-04
• WIM Concordia 2024, poster presentation of the EquiPy Python library — Date: 2024-03-08