Bayesian Deep Neural Networks with Agnostophilic Approaches

A vital area of AI is the ability of a model to recognise the limits of its knowledge and flag when presented with something unclassifiable instead of making incorrect predictions. It has often been claimed that probabilistic networks, particularly Bayesian neural networks, are unsuited to this prob...

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Bibliographic Details
Main Authors: Sarah McDougall, Sarah Rauchas, Vahid Rafe
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/9/4/95
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