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SBI++ Flexible, Ultra-fast Likelihood-free Inference Customized for Astronomical Applications

B Wang, J Leja, VA Villar, JS Speagle - arXiv preprint arXiv:2304.05281, 2023 - arxiv.org
Education paper astro-ph.IM Suggest

… With simulation-based inference (SBI), it is possible to attain complex posterior distributions with the accuracy of traditional methods but with a > 104 increase in speed. …

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BibTeX

@misc{wang2023sbi,
title={SBI++ Flexible, Ultra-fast Likelihood-free Inference Customized for Astronomical Applications},
author={Bingjie Wang and Joel Leja and V. Ashley Villar and Joshua S. Speagle},
year={2023},
eprint={2304.05281},
archivePrefix={arXiv},
primaryClass={id='astro-ph.IM' full_name='Instrumentation and Methods for Astrophysics' is_active=True alt_name=None in_archive='astro-ph' is_general=False description='Detector and telescope design, experiment proposals. Laboratory Astrophysics. Methods for data analysis, statistical methods. Software, database design'}
}

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