Proximity-Based Evidence Retrieval for Uncertainty-Aware Neural Networks

Hassan Gharoun, Mohammad Sadegh Khorshidi, Kasra Ranjbarigderi +2

This work proposes an evidence-retrieval mechanism for uncertainty-aware decision-making that replaces a single global cutoff with an evidence-conditioned, instance-adaptive criter…