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Learning Robust Statistics for Simulation-based Inference under Model Misspecification

D Huang, A Bharti, A Souza, L Acerbi… - arXiv preprint arXiv …, 2023 - arxiv.org
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Simulation-based inference (SBI) methods such as approximate Bayesian computation (ABC), synthetic likelihood, and neural posterior estimation (NPE) rely on …

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@misc{huang2023learningrobuststatisticssimulationbased,
      title={Learning Robust Statistics for Simulation-based Inference under Model Misspecification}, 
      author={Daolang Huang and Ayush Bharti and Amauri Souza and Luigi Acerbi and Samuel Kaski},
      year={2023},
      eprint={2305.15871},
      archivePrefix={arXiv},
      primaryClass={stat.ML},
      url={https//arxiv.org/abs/2305.15871}, 
}

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