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Validation Diagnostics for SBI algorithms based on Normalizing Flows

J Linhart, A Gramfort, PLC Rodrigues - arXiv preprint arXiv:2211.09602, 2022 - arxiv.org
Statistics paper stat.ML Suggest

… This work tackles an important open question in simulation based inference. We introduce theoretically valid and interpretable validation diagnostics that scale to both high…

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BibTeX

@misc{linhart2022validationdiagnosticssbialgorithms,
title={Validation Diagnostics for SBI algorithms based on Normalizing Flows},
author={Julia Linhart and Alexandre Gramfort and Pedro L. C. Rodrigues},
year={2022},
eprint={2211.09602},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2211.09602},
}

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