Papers

Consistency Models for Scalable and Fast Simulation-Based Inference

M Schmitt, V Pratz, U Köthe, PC Bürkner… - arXiv preprint arXiv …, 2023 - arxiv.org
Mathematics paper cs.LG Suggest

… In this paper, we port consistency models to simulationbased inference (see Figure 1) to achieve an unprecedented combination of both scalable and fast neural posterior …

Link to paper

BibTeX

@misc{schmitt2023consistency,
title={Consistency Models for Scalable and Fast Simulation-Based Inference},
author={Marvin Schmitt and Valentin Pratz and Ullrich Köthe and Paul-Christian Bürkner and Stefan T Radev},
year={2023},
eprint={2312.05440},
archivePrefix={arXiv},
primaryClass={cs.LG}
}

Share