Violet Chen

Local Causal Discovery for Structural Evidence of Direct Discrimination

2024 · arXiv (Cornell University)

Identifying the causal pathways of unfairness is a critical objective for improving policy design and algorithmic decision-making. Prior work in causal fairness analysis often requires knowledge of the causal graph, hindering practical applications in complex …