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Variational Autoencoders for Efficient Simulation-Based Inference

M Nautiyal, A Shternshis, A Hellander… - arXiv preprint arXiv …, 2024 - arxiv.org
Computer Science paper cs.LG Suggest

… Contribution: We propose a variational inference approach for simulation-based inference, utilizing a Conditional Variational Autoencoder (C-VAE) architecture [Kingma …

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BibTeX

@misc{nautiyal2024variationalautoencodersefficientsimulationbased,
      title={Variational Autoencoders for Efficient Simulation-Based Inference}, 
      author={Mayank Nautiyal and Andrey Shternshis and Andreas Hellander and Prashant Singh},
      year={2024},
      eprint={2411.14511},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https//arxiv.org/abs/2411.14511}, 
}

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