Browsing Faculté des arts et des sciences – Département d'informatique et de recherche opérationnelle - Thèses et mémoires by Subject "Bayesian deep learning"
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AI alignment and generalization in deep learning
(2023-09-13)This thesis covers a number of works in deep learning aimed at understanding and improving generalization abilities of deep neural networks (DNNs). DNNs achieve unrivaled performance in a growing range of tasks and domains, yet their behavior during ...