Yuanye Liu

H$^2$EDL: Hyper Evidential Deep Learning for Hierarchical Classification

The resulting model, H$^2$EDL, functions as a hierarchical classifier that preserves consistency across different levels of the label tree that defines a valid tree-structured hyper-opinion, where the mass assigned to each node represents the belief that reaches that node but does not provide sufficient confidence to f...