Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer

Shijing Chen, Shoaib Jameel, Mohamed Reda Bouadjenek +6

Traditional Multi-level Hierarchical Classification (MLHC) classifiers often rely on backbone models with $n$ independent output layers. This structure tends to overlook the hierar…