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Hybrid Summary Statistics

TL Makinen, C Sui, BD Wandelt, N Porqueres… - arXiv preprint arXiv …, 2024 - arxiv.org
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… We present a way to capture high-information posteriors from training sets that are sparsely sampled over the parameter space for robust simulation-based inference. In …

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BibTeX

@misc{makinen2024hybridsummarystatistics,
title={Hybrid Summary Statistics},
author={T. Lucas Makinen and Ce Sui and Benjamin D. Wandelt and Natalia Porqueres and Alan Heavens},
year={2024},
eprint={2410.07548},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2410.07548},
}

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