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Research
Research Areas
Apprentissage statistique
Inférence statistique
Sciences actuarielles et finance mathématique
Actuarial science and mathematical finance
Statistical inference
Statistical learning
This field currently contains no data.
Research Networks
CRDM, Centre de recherche en données massives
Centres de recherche reconnus
Recognized research centers
This field currently contains no data.
Publications
9 of 19
2025
From point to probabilistic gradient boosting for claim frequency and severity prediction
Dominik Chevalier, Marie-Pier Côté
Dominik Chevalier, Marie-Pier Côté
European Actuarial Journal
Article de revue
Journal article
2025
A fair price to pay: Exploiting causal graphs for fairness in insurance
Olivier Côté, Marie‐Pier Côté, Arthur Charpentier
Olivier Côté, Marie‐Pier Côté, Arthur Charpentier
Journal of Risk and Insurance
Article de revue
Journal article
2025
Moral maze: Ethics and discrimination in machine learning
Marie-Pier Côté, Arthur Charpentier
Marie-Pier Côté, Arthur Charpentier
The Actuary
Article de magazine
Magazine article
2024
Selection Bias in Insurance: Why Portfolio-Specific Fairness Fails to Extend Market-Wide
Marie-Pier Côté, Olivier Côté, Arthur Charpentier
Marie-Pier Côté, Olivier Côté, Arthur Charpentier
SSRN Electronic Journal
Pré-impression
Preprint
2024
A Flexible Hierarchical Insurance Claims Model with Gradient Boosting and Copulas
Justine Power, Marie-Pier Côté, Thierry Duchesne
Justine Power, Marie-Pier Côté, Thierry Duchesne
North American Actuarial Journal
Article de revue
Journal article
2023
Micro-level reserving for general insurance claims using a long short-term memory network
Chaoubi I., Besse C., Cossette H., Côté M.-P.
Chaoubi I., Besse C., Cossette H., Côté M.-P.
Applied Stochastic Models in Business and Industry
Article de revue
Journal article
2022
Identification of Road Network Intersection Types from Vehicle Telemetry Data Using a Convolutional Neural Network
Abdelmajid Erramaline, Thierry Badard, Marie-Pier Côté, Thierry Duchesne, Olivier Mercier
Abdelmajid Erramaline, Thierry Badard, Marie-Pier Côté, Thierry Duchesne, Olivier Mercier
ISPRS International Journal of Geo-Information
Article de revue
Journal article
2022
A Bayesian Approach to Modeling Multivariate Multilevel Insurance Claims in the Presence of Unsettled Claims
Cˆote M.-P., Genest† C., Stephens D.A.
Cˆote M.-P., Genest† C., Stephens D.A.
Bayesian Analysis
Article de revue
Journal article
This field currently contains no data.
Fields of interest
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Funded Research Projects
Present
Refinements of general insurance pricing models
Programme: Subvention Alliance - Avantage
Organisme(s) subventionnaire(s): Conseil de recherches en sciences naturelles et génie Canada, Intact Corporation Financière
Program: Subvention Alliance - Avantage
Granting organization(s): Conseil de recherches en sciences naturelles et génie Canada, Intact Corporation Financière
Du 15 juillet 2025 au 14 juillet 2029
From July 15, 2025 to July 14, 2029
Équité algorithmique en assurance : cadre analytique et pratique pour l'identification, la mesure et l'atténuation des discriminations injustifiées en assurance automobile
Programme: Accélération Québec (MITACS et gouvernement provincial)
Organisme(s) subventionnaire(s): MITACS Inc.
Program: Accélération Québec (MITACS et gouvernement provincial)
Granting organization(s): MITACS Inc.
Du 17 juin 2024 au 16 août 2027
From June 17, 2024 to August 16, 2027
Centre de recherches mathématiques (CRM)
Programme: Regroupements stratégiques NT
Organisme(s) subventionnaire(s): Université Laval - Fonds internes, Fonds de recherche du Québec - Nature et technologies
Program: Regroupements stratégiques NT
Granting organization(s): Université Laval - Fonds internes, Fonds de recherche du Québec - Nature et technologies
Du 1 avril 2022 au 31 mars 2028
From April 1, 2022 to March 31, 2028
Modeling, inference and risk aggregation for dependent insurance losses
Programme: Subventions à la découverte SD (individuelles et d'équipe)
Organisme(s) subventionnaire(s): Conseil de recherches en sciences naturelles et génie Canada
Program: Subventions à la découverte SD (individuelles et d'équipe)
Granting organization(s): Conseil de recherches en sciences naturelles et génie Canada
Du 1 avril 2019 au 31 mars 2028
From April 1, 2019 to March 31, 2028