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Direct Amortized Likelihood Ratio Estimation

AD Cobb, B Matejek, D Elenius, A Roy… - arXiv preprint arXiv …, 2023 - arxiv.org
Statistics paper stat.ML Suggest

… We introduce a new amortized likelihood ratio estimator for likelihood-free simulation-based inference (SBI). Our estimator is simple to train and estimates the likelihood …

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BibTeX

@misc{cobb2023direct,
      title={Direct Amortized Likelihood Ratio Estimation}, 
      author={Adam D. Cobb and Brian Matejek and Daniel Elenius and Anirban Roy and Susmit Jha},
      year={2023},
      eprint={2311.10571},
      archivePrefix={arXiv},
      primaryClass={stat.ML}
}

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