Marco Mohammed

GEM-FI: Gated Evidential Mixtures with Fisher Modulation

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 introduce **G**ated **E**vidential **M**ixtures (**GEM**), a family…