Explainable Artificial Intelligence: A Current Overview for Actuaries

What added value can machine learning methods bring to claims pricing?
To answer this question, claim frequencies are modeled on a large French motor…

This use case demonstrates how machine learning techniques such as CatBoost and XGBoost can outperform traditional methods like logistic regression in…

The report on the use of Big Data in health insurance, addressing topics such as product design, pricing, underwriting, and data protection, was…