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Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks An Extended Investigation

M Schmitt, PC Bürkner, U Köthe, ST Radev - arXiv preprint arXiv …, 2024 - arxiv.org
Computer Science paper cs.LG Suggest

… enable efficient amortized Bayesian inference in settings where the likelihood function is only implicitly defined by a simulation program (simulation-based inference; SBI). …

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BibTeX

@misc{schmitt2024detectingmodelmisspecificationamortized,
      title={Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks An Extended Investigation}, 
      author={Marvin Schmitt and Paul-Christian Bürkner and Ullrich Köthe and Stefan T. Radev},
      year={2024},
      eprint={2406.03154},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https//arxiv.org/abs/2406.03154}, 
}

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