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Mar, 2024
限制性贝叶斯神经网络
Restricted Bayesian Neural Network
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Sourav Ganguly
TL;DR
这项研究探索了贝叶斯神经网络的概念，并提出了一种新颖的架构来显著减少网络的存储空间复杂性。此外，我们介绍了一种能够高效处理不确定性的算法，确保强健的收敛值而不会陷入局部极小值的问题，特别是在目标函数缺乏完美凸性的情况下。
Abstract
Modern
deep learning
tools are remarkably effective in addressing intricate problems. However, their operation as
black-box models
introduces increased uncertainty in predictions. Additionally, they contend with
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