CausalPre: Scalable and Effective Data Pre-Processing for Causal Fairness

Ying Zheng, Yangfan Jiang, Kian-Lee Tan

Causal fairness in databases is crucial to preventing biased and inaccurate outcomes in downstream tasks. While most prior work assumes a known causal model, recent efforts relax t…