Chi-Heng Lin

Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance

2024 · arXiv (Cornell University)

Classification models are expected to perform equally well for different classes, yet in practice, there are often large gaps in their performance. This issue of class bias is widely studied in cases of datasets with …