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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
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… 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{linhart2022validation,
      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}
}

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