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Diffusion posterior sampling for simulation-based inference in tall data settings

J Linhart, GV Cardoso, A Gramfort, SL Corff… - arXiv preprint arXiv …, 2024 - arxiv.org
Computer Science paper stat.ML Suggest

… Simulation-based inference (SBI) stands out in this context by only requiring a dataset of simulations to train deep generative models capable of approximating the …

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BibTeX

@misc{linhart2024diffusionposteriorsamplingsimulationbased,
title={Diffusion posterior sampling for simulation-based inference in tall data settings},
author={Julia Linhart and Gabriel Victorino Cardoso and Alexandre Gramfort and Sylvain Le Corff and Pedro L. C. Rodrigues},
year={2024},
eprint={2404.07593},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https//arxiv.org/abs/2404.07593},
}

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