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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{xiong2025simulationbasedbayesianinferenceprivacy,
      title={Simulation-based Bayesian Inference from Privacy Protected Data}, 
      author={Yifei Xiong and Nianqiao Phyllis Ju and Sanguo Zhang},
      year={2025},
      eprint={2310.12781},
      archivePrefix={arXiv},
      primaryClass={stat.ML},
      url={https//arxiv.org/abs/2310.12781}, 
}

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