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Discriminative versus Generative Approaches to Simulation-based Inference

B Sluijter, S Diefenbacher, W Bhimji… - arXiv preprint arXiv …, 2025 - arxiv.org
Physics paper hep-ph Suggest

… We compare two approaches for neural simulation-based inference (NSBI): one based on discriminative learning (classification) and one based on generative modeling. …

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BibTeX

@misc{sluijter2025discriminativeversusgenerativeapproaches,
title={Discriminative versus Generative Approaches to Simulation-based Inference},
author={Benjamin Sluijter and Sascha Diefenbacher and Wahid Bhimji and Benjamin Nachman},
year={2025},
eprint={2503.07962},
archivePrefix={arXiv},
primaryClass={hep-ph},
url={https//arxiv.org/abs/2503.07962},
}

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