2025
Local Causal Discovery for Structural Evidence of Direct Discrimination
AAAI 2025technical
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 or low-knowledge domains. Moreover, glob…