Structure and uncertainty in deep learning

<p>Designing uncertainty-aware deep learning models which are able to provide reasonable uncertainties along with their predictions has long been a goal for parts of the machine learning community. Such models are also frequently desired by practitioners. The most widespread and obvious method...

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