A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning Zitai Wang

Neural Information Processing Systems 

As a result, a naïve ERM learning process will be biased towards the majority classes, making it difficult to generalize to the minority classes.

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