2025
Differential Privacy Under Class Imbalance: Methods and Empirical Insights
ICML 2025poster
Imbalanced learning occurs in classification settings where the distribution of class-labels is highly skewed in the training data, such as when predicting rare diseases or in fraud detection. This class imbalance presents a significant algorithmic challenge, which can be further exacerbated when pr…