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

no code implementations • 18 Feb 2024 • Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y Jin, Wenrui Ma, Vidya Muthukumar, Eva L Dyer

Classification models are expected to perform equally well for different classes, yet in practice, there are often large gaps in their performance.

Data Augmentation