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Simulation-based inference has its own Dodelson-Schneider effect (but it knows that it does)

J Homer, O Friedrich, D Gruen - arXiv preprint arXiv:2412.02311, 2024 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

… For non-Gaussian likelihoods, an approximation may be derived via Simulation-Based Inference (SBI). It is often implicitly assumed that parameter constraints from SBI …

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BibTeX

@misc{homer2024simulationbasedinferencedodelsonschneidereffect,
title={Simulation-based inference has its own Dodelson-Schneider effect (but it knows that it does)},
author={Jed Homer and Oliver Friedrich and Daniel Gruen},
year={2024},
eprint={2412.02311},
archivePrefix={arXiv},
primaryClass={astro-ph.CO},
url={https//arxiv.org/abs/2412.02311},
}

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