arxivcs.LGstat.ML2026-07-20
Program Synthesis for Simulation-Based Inference: Joint Model Selection and Parameter Estimation
Neural simulation-based inference enables parameter estimation for complex models, but typically requires the user to specify a simulator encoding a fixed model structure. We present a framework for joint model selection and parameter estimation that combines large language model…