Understanding approximation for Bayesian inference in neural networks

Bayesian inference has theoretical attractions as a principled framework for reasoning about beliefs. However, the motivations of Bayesian inference which claim it to be the only "rational" kind of reasoning do not apply in practice. They create a binary split in which all approximate infe...

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Bibliographic Details
Main Author: Farquhar, S
Other Authors: Gal, Y
Format: Thesis
Language:English
Published: 2022
Subjects: