When Data Imbalance Helps: Robust Generalization Through Shortcut Saturation

A machine learning paper showing that data imbalance can improve robustness by saturating shortcut features, with no direct safety or misuse implications.

Auto-scored: Technical ML research on generalization with no risk or mitigation relevance under the rubric.