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stat.ML2025★ 1 cited
Exact Synthetic Populations for Scalable Societal and Market Modeling
Thierry Petit, Arnault Pachot
We introduce a constraint-programming framework for generating synthetic populations that reproduce target statistics with high precision while enforcing full individual consistenc…
cs.HC2025
Llms, Virtual Users, and Bias: Predicting Any Survey Question Without Human Data
Enzo Sinacola, Arnault Pachot, Thierry Petit
Large Language Models (LLMs) offer a promising alternative to traditional survey methods, potentially enhancing efficiency and reducing costs. In this study, we use LLMs to create…