Marie-Pier Côté

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 8

Top Topics

Traffic Management

Machine Learning

Top Venues

ISPRS Int. J. Geo Inf.

J. Multivar. Anal.

Expert Syst. Appl.

Publications

Roel Henckaerts, Katrien Antonio, Marie-Pier Côté
When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates. Expert Syst. Appl. 202 (2022)
Ihsan Chaoubi, Camille Besse, Hélène Cossette, Marie-Pier Côté
Micro-level Reserving for General Insurance Claims using a Long Short-Term Memory Network. CoRR (2022)
Abdelmajid Erramaline, Thierry Badard, Marie-Pier Côté, Thierry Duchesne, Olivier Mercier
Identification of Road Network Intersection Types from Vehicle Telemetry Data Using a Convolutional Neural Network. ISPRS Int. J. Geo Inf. 11 (9) (2022)
Marie-Pier Côté, Brian Hartman, Olivier Mercier, Joshua Meyers, Jared Cummings, Elijah Harmon
Synthesizing Property & Casualty Ratemaking Datasets using Generative Adversarial Networks. CoRR (2020)
Roel Henckaerts, Katrien Antonio, Marie-Pier Côté
Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries. CoRR (2020)
Philippe Blais, Thierry Badard, Thierry Duchesne, Marie-Pier Côté
From Massive Trajectory Data to Traffic Modeling for Better Behavior Prediction in a Usage-Based Insurance Context. ISPRS Int. J. Geo Inf. 9 (12) (2020)
Roel Henckaerts, Marie-Pier Côté, Katrien Antonio, Roel Verbelen
Boosting insights in insurance tariff plans with tree-based machine learning. CoRR (2019)
Marie-Pier Côté, Christian Genest
Dependence in a background risk model. J. Multivar. Anal. 172 (2019)
Hélène Cossette, Marie-Pier Côté, Mélina Mailhot, Etienne Marceau
A note on the computation of sharp numerical bounds for the distribution of the sum, product or ratio of dependent risks. J. Multivar. Anal. 130 (2014)