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Conditional Density Estimations from Privacy-Protected Data

X Xiong, NP Ju, S Zhang - arXiv preprint arXiv:2310.12781, 2023 - arxiv.org
Astrophysics paper stat.ML Suggest

… In this work, we propose simulation-based inference methods from privacy-protected datasets. Specifically, we use neural conditional density estimators as a flexible family …

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BibTeX

@misc{xiong2023conditionaldensityestimationsprivacyprotected,
title={Conditional Density Estimations from Privacy-Protected Data},
author={Yifei Xiong and Nianqiao P. Ju and Sanguo Zhang},
year={2023},
eprint={2310.12781},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2310.12781},
}

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