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2024 ICML ICML 2024

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

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y Jin, Wenrui Ma, Vidya Muthukumar, Eva L Dyer

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Learning Types > Representation Learning

Keywords

data augmentation pretrained encoder bias class disparity high-dimensional mixture model spectral imbalance
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