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Artificial Intelligence

A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors

The distribution of modern deep neural networks (DNNs) weights - crucial for uncertainty quantification and robustness - is an eminently complex object due to its extremely high dimensionality. This paper proposes one of the first large-scale…

Olivier Laurent, Emanuel Aldea, Gianni Franchi

12th International Conference on Learning Representations. ICLR 2024 -

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