Papers

Learning Optimal and Interpretable Summary Statistics of Galaxy Catalogs with SBI

K Lehman, S Krippendorf, J Weller, K Dolag - arXiv preprint arXiv …, 2024 - arxiv.org

… The compressed data vector is then directly fed into a simulation-based inference pipeline which computes the variational mutual information by means of the expected …

Link to paper

BibTeX

@misc{lehman2024learningoptimalinterpretablesummary,
      title={Learning Optimal and Interpretable Summary Statistics of Galaxy Catalogs with SBI}, 
      author={Kai Lehman and Sven Krippendorf and Jochen Weller and Klaus Dolag},
      year={2024},
      eprint={2411.08957},
      archivePrefix={arXiv},
      primaryClass={astro-ph.CO},
      url={https//arxiv.org/abs/2411.08957}, 
}

Share