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JANA Jointly Amortized Neural Approximation of Complex Bayesian Models

ST Radev, M Schmitt, V Pratz, U Picchini… - arXiv preprint arXiv …, 2023 - arxiv.org
Computer Science paper cs.LG Suggest

… amortized neural approximation” (JANA) of intractable likelihood functions and posterior densities arising in Bayesian surrogate modeling and simulation-based inference. …

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BibTeX

@misc{radev2023jana,
title={JANA Jointly Amortized Neural Approximation of Complex Bayesian Models},
author={Stefan T. Radev and Marvin Schmitt and Valentin Pratz and Umberto Picchini and Ullrich Köthe and Paul-Christian Bürkner},
year={2023},
eprint={2302.09125},
archivePrefix={arXiv},
primaryClass={cs.LG}
}

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