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Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference

S Griesemer, D Cao, Z Cui, C Osorio, Y Liu - arXiv preprint arXiv …, 2024 - arxiv.org
Computer Science paper cs.LG Suggest

… This has led to the rise of simulation-based inference (SBI), a class of machine learning-enabled techniques for approaching inverse problems with stochastic simulators. …

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BibTeX

@misc{griesemer2024activesequentialposteriorestimation,
      title={Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference}, 
      author={Sam Griesemer and Defu Cao and Zijun Cui and Carolina Osorio and Yan Liu},
      year={2024},
      eprint={2412.05590},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https//arxiv.org/abs/2412.05590}, 
}

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