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Optimizing Likelihoods via Mutual Information Bridging Simulation-Based Inference and Bayesian Optimal Experimental Design

VD Zaballa, EE Hui - arXiv preprint arXiv:2502.08004, 2025 - arxiv.org
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Simulation-based inference (SBI) is a method to perform inference on a variety of complex scientific models with challenging inference (inverse) problems. Bayesian …

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BibTeX

@misc{zaballa2025optimizinglikelihoodsmutualinformation,
title={Optimizing Likelihoods via Mutual Information Bridging Simulation-Based Inference and Bayesian Optimal Experimental Design},
author={Vincent D. Zaballa and Elliot E. Hui},
year={2025},
eprint={2502.08004},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2502.08004},
}

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