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Proximal Nested Sampling with Data-Driven Priors for Physical Scientists

  • Published:2023-12-01 Issue: Volume: Page:
  • ISSN:
  • Container-title:The 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
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Author:

McEwen Jason D.12,Liaudat Tobías I.13,Price Matthew A.1,Cai Xiaohao4,Pereyra Marcelo5

Affiliation:

1. Mullard Space Science Laboratory, University College London (UCL), Dorking RH5 6NT, UK

2. Alan Turing Institute, London NW1 2DB, UK

3. Department of Computer Science, University College London (UCL), London WC1E 6BT, UK

4. School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK

5. School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh EH14 4AS, UK

Publisher

MDPI

Reference31 articles.

1. Robert, C.P. (2007). The Bayesian Choice, Springer.

2. Nested sampling for physical scientists;Ashton;Nat. Rev. Methods Prim.,2022

3. Nested sampling for general Bayesian computation;Skilling;Bayesian Anal.,2006

4. A nested sampling algorithm for cosmological model selection;Mukherjee;Astrophys. J.,2006

5. Multimodal nested sampling: An efficient and robust alternative to MCMC methods for astronomical data analysis;Feroz;Mon. Not. R. Astron. Soc. (MNRAS),2008

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. aeons: approximating the end of nested sampling;Monthly Notices of the Royal Astronomical Society;2024-07-22

2. Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging;RAS Techniques and Instruments;2024-01
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