Evidential DL Update

SIGNAL ANALYSIS

Evidential Deep Learning models uncertainty with Dirichlet distributions, but its foundations are shaky. This update uses density-informed pseudo-counts to improve calibration. It's a step towards more reliable uncertainty-aware classification, but we don't know yet if it holds up outside benchmarks.