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Amortized In-Context Bayesian Posterior Estimation

S Mittal, NL Bracher, G Lajoie, P Jaini… - arXiv preprint arXiv …, 2025 - arxiv.org
Computer Science paper cs.LG Suggest

… to neural posterior estimation in simulation-based inference (Cranmer et al.… simulation-based inference (SBI-NPE) as long as an additional constraint is satisfied, …

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BibTeX

@misc{mittal2025amortizedincontextbayesianposterior,
title={Amortized In-Context Bayesian Posterior Estimation},
author={Sarthak Mittal and Niels Leif Bracher and Guillaume Lajoie and Priyank Jaini and Marcus Brubaker},
year={2025},
eprint={2502.06601},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https//arxiv.org/abs/2502.06601},
}

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