This week, I’m starting a research visit to ETH Zürich, where I am visiting Prof. Mario Wüthrich and RiskLab for two months. We will work on uncertainty-aware insurance pricing with deep neural networks. We aim to provide reliable uncertainty estimates for frequency and severity predictions from neural networks and provide tools for actuaries to know when a predictive model is confident or not in its predictions.
Christopher Blier-Wong's blog 