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Amortized Probabilistic Conditioning for Optimization, Simulation and Inference

PE Chang, N Loka, D Huang, U Remes, S Kaski… - arXiv preprint arXiv …, 2024 - arxiv.org
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… We then move to simulation-based inference (SBI) in Section 4.3, where ACE unifies the SBI problem into a single framework, treating parameters as latent variables and …

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BibTeX

@misc{chang2024amortizedprobabilisticconditioningoptimization,
title={Amortized Probabilistic Conditioning for Optimization, Simulation and Inference},
author={Paul E. Chang and Nasrulloh Loka and Daolang Huang and Ulpu Remes and Samuel Kaski and Luigi Acerbi},
year={2024},
eprint={2410.15320},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2410.15320},
}

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