A multi-view contrastive learning framework for spatial embeddings in risk modelling

Freek Holvoet, Christopher Blier-Wong, Katrien Antonio

Incorporating spatial information, particularly when related to climate, weather, and demographic factors, is crucial for improving underwriting precision and enhancing risk manage…