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Simulation-based Inference via Langevin Dynamics with Score Matching

H Jiang, Y Wang, Y Yang - arXiv preprint arXiv:2509.03853, 2025 - arxiv.org
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Simulation-based inference (SBI) enables Bayesian analysis when the likelihood is intractable but model simulations are available. Recent advances in statistics and …

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BibTeX

@misc{jiang2025simulationbasedinferencelangevindynamics,
title={Simulation-based Inference via Langevin Dynamics with Score Matching},
author={Haoyu Jiang and Yuexi Wang and Yun Yang},
year={2025},
eprint={2509.03853},
archivePrefix={arXiv},
primaryClass={stat.ME},
url={https//arxiv.org/abs/2509.03853},
}

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