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…