1 citations · 1 across the 1 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2021
mSHAP: SHAP Values for Two-Part Models
Spencer Matthews, Brian Hartman
Two-part models are important to and used throughout insurance and actuarial science. Since insurance is required for registering a car, obtaining a mortgage, and participating in…
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…