How Label Imbalance Shapes Geometry: A General Spectral Analysis of Multi-Label Neural Collapse

Xiaoxuan Ma, Yixuan Yang, Song Li +1

This work investigates the phenomenon of Neural Collapse (NC) in multi-label classification, extending its conceptual framework from multi-class learning to general correlated and…