Papers

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. …

Cited by Link to paper

BibTeX

@misc{radev2023janajointlyamortizedneural,
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},
url={https//arxiv.org/abs/2302.09125},
}

Share