Productions

Publications : 

• Stocksieker, S. Pommeret, D. (2025) “SHGR: A generalized Maximal Correlation Coefficient”. Neurips 2025.

• Salhi, Y.  et al. (2025) ‘’ Clinical Evaluation of an Automated Pan-Organ Combined PD-L1 Scoring Using Artificial Intelligence on Immunostained Whole Slide Images’’.   ESMO Real World Data and Digital Oncology

• Denuit, M., Trufin, J. and T. Verdebout (2025) ‘’Comparison of predictors' performance in insurance pricing: Testing for Bregman dominance based on Murphy diagrams’’. European Actuarial Journal

• Côté, O. Côté, M.P., Charpentier, A. (2024) ‘’A Fair price to pay: exploiting causal graphs for fairness in insurance’’. Journal of Risk & Insurance.

• Vamparys, X. Charpentier, A. (2024) ‘’Artificial Intelligence and Personalization of Insurance: Failure or Delayed Ignition?’’ Big Data & Society

• 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 : 

• Alcoforado, R. (2026) Astin conference.

• Alcoforado, R., Pommeret, D. , Stocksieker, S. (2025) ‘’Mesures de dépendance entre variables aléatoires : corrélation, copules, et autres coefficients’’. Atelier 100% Actuaire.

• Vigneron, R. (2025) ‘’Gaussian Process-Based Mortality Monitoring using Multivariate Cumulative Sum Procedures” Séminaire Lyon-Lausanne (invited speaker)

• Pommeret, D. (2025) “SHGR: A generalized Maximal Correlation Coefficient”. Neurips 2025.

• Charpentier, A. (2025) 60th Actuarial Research Conference Toronto, Canada (invited speaker)

• Charpentier, A. (2025) European Actuarial Journal (EAJ) Conference Lisboa, Portugal

• Charpentier, A. (2025) HEC Lausanne Actuarial Seminar, Lausamme, Suisse (séminaire)

• Charpentier, A. (2025) CIMAT Colloquium, Guanajuato, Mexico (colloquim)

• Bouras, A. Stocksieker, S., Pommeret, D. ‘’Traitement des données déséquilibrées”. Atelier du congrès des actuaires 2025.

• Trufin, J. (2025) 56th Journées de Statistiques of the SFdS (French Statistical Society), Aix-Marseille University, Marseille (France), "Pricing insurance contracts and managing financial balances within an insurance portfolio" (June 2025) 

• Trufin, J. (2025) Actuarial and Financial Mathematics Seminar, Université Laval, Québec (Canada), "Bregman and Tweedie dominances for candidate pure premiums" (April 2025) 

• Trufin, J. (2025) Seminar ENSAE - CREST (Center for Research in Economics and Statistics), Paris (France), "Bregman and Tweedie dominances for candidate pure premiums" (March 2025) 

• Pommeret, D. (2025) ) ‘’KurtHGR: A Neural Maximal Correlation for Tabular Datasets’’. KES2025

• 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).