Productions

Publications : 

• Chauveau, D., Vandekerkhove, P. (2025) “Entropy-Based Burn-in Time Analysis and Ranking for (A)MCMC Algorithms in High Dimension’’. SIAM/ASA Journal on Uncertainty Quantification. 

• Alimoradian, B., Jakubiak, J., Loisel, S., Salhi, Y. (2024)  ''Risk assessment for synthetic GICs: a quatitative framework for asset-liability management''. Decision in Economics and Finance.

• Stocksieker, S., Pommeret, D., Charpentier, A. (2024) “Generalized Smoothed Bootstrap for Imbalanced Regression” CIKM 2024.

• Stocksieker, S., Pommeret, D., Charpentier, A. (2024) “Data Augmentation with Variational Autoencoder for Imbalanced Dataset” ICONIP 2024.

• Milhaud, X., Pommeret, D., Salhi, Y., Vandekerkhove, P. (2024) “Contamination-source based K-sample clustering” Journal of Machine Learning Research.

• Stocksieker, S., Pommeret, D., Charpentier, A. (2024) “Generalized Oversampling for Learning from Imbalanced Dataset and Associated Theory: Application in Regression” Transactions on Machine Learning research.

• Stocksieker, S., Pommeret, D., Charpentier, A. (2024) “Boarding for ISS: Imbalanced Self-Supervised Discovery of a Scaled Autoencoder for Mixed Tabular Datasets” IEEE WCCI.

• Mnatsakanov, R., Pommeret, D. (2024) “ On recovering the relative distribution. Part 1: The moment-recovered approach” Statistics & Probability Letters.

• Ngounou-Bakam, Y., Pommeret, D. (2024) “Smooth test for equality of copulas” Electronic Journal of Statistics.

Conférences : 

• Mouminoux, C. (2024) ‘’Separate, Bundled, or Semi-bundled: An Experimental Study on Insurance Contract Preferences’’. 2024 CEAR/MRIC Behavioral Insurance Workshop (Munich, Allemagne).

•  Mouminoux, C. (2025) Séminaire 2C2I BETA à Strasbourg, France, janvier 2025, présentation de "Separate, Bundled, or Semi-bundled: An Experimental Study on Insurance Contract Preferences".

• Pommeret, D. (2025) ‘’Estimating the Probability of Missing Values’’. ICMPAS-25, Brazil

• Pommeret, D. (2024) ‘’Estimation de la probabilité d’une valeur manquante’’. Invited sepaker  conférence de clôture en l’honneur de Paul Doukhan à l’IHP.

• Pommeret, D. (2024) ‘Utilisation des copules pour modéliser des phénomènes climatiques‘’. Invited speaker à la conférence inaugurale du Réseau Thématique MatRisk au Mans.

• Pommeret, D. (2024) ‘’Boarding for ISS: Imbalanced Self-Supervised Discovery of a Scaled Autoencoder for Mixed Tabular Datasets‘’. Exposé au congrès IJCNN 2024 (Yokohama) 

• Roseanne Harris, R. (2024) ‘’The future actuarial contribution to evolving risk culture in insurers and society’’. Conférence inaugurale Chaire ACTIONS

• Goffard, P.Y. (2024) ‘’Inégalités de santé et comportements risqués’’. Conférence inaugural chaire ACTIONS.

• Trufin, J. (2025) Petit-déjeuner Chaire d'excellence ACTIONS, CNAM, Paris (France), “Modèles de prédiction et propriété d'autocalibration” (Janvier 2025).