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Multifidelity Simulation-based Inference for Computationally Expensive Simulators

AN Krouglova, HR Johnson, B Confavreux… - arXiv preprint arXiv …, 2025 - arxiv.org
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… We evaluate the performance of our multifidelity approach to simulation-based inference on three tasks. We start with the Ornstein-Uhlenbeck process, for which the …

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BibTeX

@misc{krouglova2025multifidelitysimulationbasedinferencecomputationally,
title={Multifidelity Simulation-based Inference for Computationally Expensive Simulators},
author={Anastasia N. Krouglova and Hayden R. Johnson and Basile Confavreux and Michael Deistler and Pedro J. Gonçalves},
year={2025},
eprint={2502.08416},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2502.08416},
}

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