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The surprising strength of weak classifiers for validating neural posterior estimates

V Bansal, T Chen, JG Scott - arXiv preprint arXiv:2507.17026, 2025 - arxiv.org
Statistics paper stat.ML Suggest

… for validating neural posterior estimates, establishing the conformal C2ST as a practical, theoretically grounded diagnostic for modern simulation-based inference. …

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BibTeX

@misc{bansal2025surprisingstrengthweakclassifiers,
title={The surprising strength of weak classifiers for validating neural posterior estimates},
author={Vansh Bansal and Tianyu Chen and James G. Scott},
year={2025},
eprint={2507.17026},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2507.17026},
}

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