Search Results for author: Cai Davies

Found 2 papers, 0 papers with code

Vector Symbolic Open Source Information Discovery

no code implementations20 Aug 2024 Cai Davies, Sam Meek, Philip Hawkins, Benomy Tutcher, Graham Bent, Alun Preece

Combined, joint, intra-governmental, inter-agency and multinational (CJIIM) operations require rapid data sharing without the bottlenecks of metadata curation and alignment.

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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