Search Results for author: Alun D. Preece

Found 1 papers, 0 papers with code

Knowledge from Uncertainty in Evidential Deep Learning

no code implementations19 Oct 2023 Cai Davies, Marc Roig Vilamala, Alun D. Preece, Federico Cerutti, Lance M. Kaplan, Supriyo Chakraborty

In this paper, we empirically investigate the correlations between misclassification and evaluated uncertainty, and show that EDL's `evidential signal' is due to misclassification bias.

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