1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.ML2020
Synthesizing Property & Casualty Ratemaking Datasets using Generative Adversarial Networks
Marie-Pier Cote, Brian Hartman, Olivier Mercier +3
Due to confidentiality issues, it can be difficult to access or share interesting datasets for methodological development in actuarial science, or other fields where personal data…
stat.AP2019★ 1 cited
Boosting insights in insurance tariff plans with tree-based machine learning methods
Roel Henckaerts, Marie-Pier Côté, Katrien Antonio +1
Pricing actuaries typically operate within the framework of generalized linear models (GLMs). With the upswing of data analytics, our study puts focus on machine learning methods t…