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Variational Bayesian Neural Networks via Resolution of Singularities
Journal of Computational and Graphical Statistics ( IF 2.4 ) Pub Date : 2024-03-14 , DOI: 10.1080/10618600.2024.2325455
Susan Wei 1 , Edmund Lau 1
Affiliation  

In this work, we advocate for the importance of singular learning theory (SLT) as it pertains to the theory and practice of variational inference in Bayesian neural networks (BNNs). To begin, we la...

中文翻译:

通过奇点解析的变分贝叶斯神经网络

在这项工作中,我们提倡奇异学习理论(SLT)的重要性,因为它涉及贝叶斯神经网络(BNN)中变分推理的理论和实践。首先,我们要...
更新日期:2024-03-15
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