AI RESEARCH
GEM-FI: Gated Evidential Mixtures with Fisher Modulation
arXiv CS.LG
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ArXi:2605.03750v1 Announce Type: new Evidential Deep Learning (EDL) enables single-pass uncertainty estimation by predicting Dirichlet evidence, but it can remain overconfident and poorly calibrated, and it often fails to represent multi-modal epistemic uncertainty. We