From c008c81b6e937da21976d61796ee7d4866b5318a Mon Sep 17 00:00:00 2001 From: alicjapolanska Date: Tue, 14 May 2024 11:26:26 -0400 Subject: [PATCH] Add harmonic flows full paper. --- README.rst | 33 +++++++++++++++++++-------------- 1 file changed, 19 insertions(+), 14 deletions(-) diff --git a/README.rst b/README.rst index 851ef23..dac9e3a 100644 --- a/README.rst +++ b/README.rst @@ -16,10 +16,12 @@ :target: https://arxiv.org/abs/2207.04037 .. |arxiv3| image:: http://img.shields.io/badge/arXiv-2307.00048-orange.svg?style=flat :target: https://arxiv.org/abs/2307.00048 +.. |arxiv4| image:: http://img.shields.io/badge/arXiv:2405.05969-orange.svg?style=flat + :target: https://arxiv.org/abs/2405.05969 .. .. image:: https://img.shields.io/pypi/pyversions/harmonic.svg .. :target: https://pypi.python.org/pypi/harmonic/ -|github| |tests| |docs| |codecov| |pypi| |licence| |arxiv1| |arxiv2| |arxiv3| +|github| |tests| |docs| |codecov| |pypi| |licence| |arxiv1| |arxiv2| |arxiv3| |arxiv4| .. |logo| image:: ./docs/assets/harm_badge_simple.svg @@ -115,6 +117,22 @@ A BibTeX entry for the paper is: year = 2021 } + +Please *also* cite `Polanska et al. (2024) `_ if using normalizing flow models. + +A BibTeX entry for the paper is: + +.. code-block:: + + @misc{polanska2024learned, + title={Learned harmonic mean estimation of the Bayesian evidence with normalizing flows}, + author={Alicja Polanska and Matthew A. Price and Davide Piras and Alessio Spurio Mancini and Jason D. McEwen}, + year={2024}, + eprint={2405.05969}, + archivePrefix={arXiv}, + primaryClass={astro-ph.IM} + } + Please *also* cite `Spurio Mancini et al. (2022) `_ if this code has been of use in a simulation-based inference project. A BibTeX entry for the paper is: @@ -130,19 +148,6 @@ A BibTeX entry for the paper is: year = {2023} } -Please *also* cite `Polanska et al. (2023) `_ if using normalizing flow models. - -A BibTeX entry for the paper is: - -.. code-block:: - - @inproceedings{polanska:harmonic_nfs_maxent, - author = {A.~Polanska and M.~A.~Price and A.~Spurio Mancini and J.~D.~McEwen}, - booktitle = {International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering}, - eprint = {arXiv:2307.00048}, - title = {Learned harmonic mean estimation of the marginal likelihood with normalizing flows}, - year = {2023} - } License =======