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GATSBI: Generative Adversarial Training for Simulation-Based Inference

P Ramesh, JM Lueckmann, J Boelts… - arXiv preprint arXiv …, 2022 - arxiv.org
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… Simulation-based inference (SBI) refers to statistical inference on stochastic models for which we can generate samples, but not compute likelihoods. Like SBI algorithms, generative …

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BibTeX

@misc{ramesh2022gatsbi,
      title={GATSBI: Generative Adversarial Training for Simulation-Based Inference}, 
      author={Poornima Ramesh and Jan-Matthis Lueckmann and Jan Boelts and Álvaro Tejero-Cantero and David S. Greenberg and Pedro J. Gonçalves and Jakob H. Macke},
      year={2022},
      eprint={2203.06481},
      archivePrefix={arXiv},
      primaryClass={stat.ML}
}

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