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Addressing Misspecification in Simulation-based Inference through Data-driven Calibration

A Wehenkel, JL Gamella, O Sener, J Behrmann… - arXiv preprint arXiv …, 2024 - arxiv.org
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… Broader Impact This paper presents a framework and an algorithm to address model misspecification in simulation-based inference (SBI). SBI is predominantly applied in …

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BibTeX

@misc{wehenkel2024addressingmisspecificationsimulationbasedinference,
      title={Addressing Misspecification in Simulation-based Inference through Data-driven Calibration}, 
      author={Antoine Wehenkel and Juan L. Gamella and Ozan Sener and Jens Behrmann and Guillermo Sapiro and Marco Cuturi and Jörn-Henrik Jacobsen},
      year={2024},
      eprint={2405.08719},
      archivePrefix={arXiv},
      primaryClass={stat.ML},
      url={https//arxiv.org/abs/2405.08719}, 
}

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