Non-Invasive Fairness in Learning through the Lens of Data Drift

Ke Yang, Alexandra Meliou

Machine Learning (ML) models are widely employed to drive many modern data systems. While they are undeniably powerful tools, ML models often demonstrate imbalanced performance and…