Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach

no code implementations • 19 Jan 2024 • Aoqi Zuo, Yiqing Li, Susan Wei, Mingming Gong

To address this limitation, this paper proposes a framework for achieving causal fairness based on the notion of interventions when the true causal graph is partially known.

Causal Inference Fairness