Papers

Dimensionality Reduction Techniques for Statistical Inference in Cosmology

M Park, M Gatti, B Jain - arXiv preprint arXiv:2409.02102, 2024 - arxiv.org
Physics paper astro-ph.CO Suggest

… we obtain are significant compared to compression methods used in the literature: up to 30% in the Figure of Merit for Ωm and S8 in a realistic Simulation Based Inference …

Link to paper

BibTeX

@misc{park2024dimensionalityreductiontechniquesstatistical,
title={Dimensionality Reduction Techniques for Statistical Inference in Cosmology},
author={Minsu Park and Marco Gatti and Bhuvnesh Jain},
year={2024},
eprint={2409.02102},
archivePrefix={arXiv},
primaryClass={astro-ph.CO},
url={https//arxiv.org/abs/2409.02102},
}

Share