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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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