Author

Cheng-Ting Chou

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Preprint Jul 2026

When Data Imbalance Helps: Robust Generalization Through Shortcut Saturation

Through mechanistic analysis, a mechanistic pathway consistent with imbalance promoting generalization is characterized: a mechanistic pathway consistent with imbalance promoting generalization in sufficiently capable models.

Cheng-Ting Chou, Duc Hoang · 0 citations