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Path-minimizing Latent ODEs for improved extrapolation and inference

ML Sampson, P Melchior - arXiv preprint arXiv:2410.08923, 2024 - arxiv.org
Computer Science paper cs.LG Suggest

… We also demonstrate superior results for simulation-based inference of the Lotka-Volterra parameters and initial conditions by using the latents as data summaries for a …

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BibTeX

@misc{sampson2024pathminimizinglatentodesimproved,
title={Path-minimizing Latent ODEs for improved extrapolation and inference},
author={Matt L. Sampson and Peter Melchior},
year={2024},
eprint={2410.08923},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https//arxiv.org/abs/2410.08923},
}

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