Marie-Pier Côté
Université Laval
H-index: 9
North America-Canada
Top articles of Marie-Pier Côté
A Flexible Hierarchical Insurance Claims Model with Gradient Boosting and Copulas
North American Actuarial Journal
2024/1/15
Marie-Pier Côté
H-Index: 6
Thierry Duchesne
H-Index: 17
A Fair price to pay: exploiting causal graphs for fairness in insurance
Available at SSRN 4709243
2024
Marie-Pier Côté
H-Index: 6
Arthur Charpentier
H-Index: 14
Micro‐level reserving for general insurance claims using a long short‐term memory network
Applied Stochastic Models in Business and Industry
2023/5
When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
Expert Systems with Applications
2022/9/15
Identification of Road Network Intersection Types from Vehicle Telemetry Data Using a Convolutional Neural Network
ISPRS International Journal of Geo-Information
2022/8/31
A Bayesian approach to modeling multivariate multilevel insurance claims in the presence of unsettled claims
Bayesian Analysis
2022/3
Marie-Pier Côté
H-Index: 6
Christian Genest
H-Index: 37
Pour en finir avec le test de Student
Bulletin AMQ
2021/12
Christian Genest
H-Index: 37
Marie-Pier Côté
H-Index: 6
Boosting insights in insurance tariff plans with tree-based machine learning methods
North American Actuarial Journal
2021/4/3
Boosting insights in insurance tariff plans with machine learning methods
2020/12/3
Katrien Antonio
H-Index: 15
Marie-Pier Côté
H-Index: 6
From Massive Trajectory Data to Traffic Modeling for Better Behavior Prediction in a Usage-Based Insurance Context
ISPRS international journal of geo-information
2020/12/2
Synthesizing property & casualty ratemaking datasets using generative adversarial networks
arXiv preprint arXiv:2008.06110
2020/8/13
Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries
stat
2020/7
Co-Authors
