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Simulation-based inference with deep ensembles Evaluating calibration uncertainty and detecting model misspecification

J Alvey, CR Contaldi, M Pieroni - arXiv preprint arXiv:2507.13495, 2025 - arxiv.org
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Simulation-Based Inference (SBI) offers a principled and flexible framework for conducting Bayesian inference in any situation where forward simulations are feasible. …

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BibTeX

@misc{alvey2025simulationbasedinferencedeepensembles,
title={Simulation-based inference with deep ensembles Evaluating calibration uncertainty and detecting model misspecification},
author={James Alvey and Carlo R. Contaldi and Mauro Pieroni},
year={2025},
eprint={2507.13495},
archivePrefix={arXiv},
primaryClass={astro-ph.IM},
url={https//arxiv.org/abs/2507.13495},
}

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