G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration

Samuel Holt; Max Ruiz Luyten; Antonin Berthon; Mihaela van der Schaar

2025 ICML ICML 2025

G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration

Abstract

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Authors

Samuel Holt, Max Ruiz Luyten, Antonin Berthon, Mihaela van der Schaar

Topics

Artificial Intelligence > Core AI > Causal Inference Machine Learning > Optimization & Theory > Bayesian Inference Artificial Intelligence > Core AI > Large Language Models

Keywords

posterior distribution simulation-based inference causal relationship large language model simulator gradient-free calibration

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