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Variational Inference with Coverage Guarantees

Y Patel, D McNamara, J Loper, J Regier… - arXiv preprint arXiv …, 2023 - arxiv.org
Statistics paper stat.ME Suggest

… Finally, in Section 4, we show calibration and predictive efficiency empirically across simulation-based inference benchmark tasks and an important scientific task: …

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BibTeX

@misc{patel2023amortized,
      title={Amortized Variational Inference with Coverage Guarantees}, 
      author={Yash Patel and Declan McNamara and Jackson Loper and Jeffrey Regier and Ambuj Tewari},
      year={2023},
      eprint={2305.14275},
      archivePrefix={arXiv},
      primaryClass={stat.ME}
}

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