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Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models

J Vetter, M Gloeckler, D Gedon, JH Macke - arXiv preprint arXiv …, 2025 - arxiv.org
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… 2.2 TabPFN for simulation-based inference To perform simulation-based inference with TabPFN, we repurpose it as a general conditional density estimator. The key to …

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BibTeX

@misc{vetter2025effortlesssimulationefficientbayesianinference,
      title={Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models}, 
      author={Julius Vetter and Manuel Gloeckler and Daniel Gedon and Jakob H. Macke},
      year={2025},
      eprint={2504.17660},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https//arxiv.org/abs/2504.17660}, 
}

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