13 citations · 21 across the 16 of their papers we have counts for
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q-fin.RM2026
Towards foundation models for insurance risk modelling
Christopher Blier-Wong
Claim narratives, images and sensor data contain information about insured risks that is difficult to use through existing actuarial models. Foundation models learn patterns from l…
q-fin.RM2025★ 1 cited
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…