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Likelihood-Free Parameter Estimation with Neural Bayes Estimators
The American Statistician ( IF 1.8 ) Pub Date : 2023-08-17 , DOI: 10.1080/00031305.2023.2249522
Matthew Sainsbury-Dale 1 , Andrew Zammit-Mangion 1 , Raphaël Huser 2
Affiliation  

Neural Bayes estimators are neural networks that approximate Bayes estimators. They are fast, likelihood-free, and amenable to rapid bootstrap-based uncertainty quantification. In this article, we ...

中文翻译:

使用神经贝叶斯估计器进行无似然参数估计

神经贝叶斯估计器是近似贝叶斯估计器的神经网络。它们速度快、无似然性,并且适合基于快速引导的不确定性量化。在这篇文章中,我们...
更新日期:2023-08-17
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