2026

Latent Dirichlet Allocation for structured insurance data

Journal article · Annals of Data Science
Charlotte Jamotton · Donatien Hainaut

This article applies Latent Dirichlet Allocation to structured tabular insurance data, using topic modelling as a soft clustering framework to identify underlying risk profiles in insurance portfolios.