Counterfactual Fairness with Graph Uncertainty

Davi Valério, Chrysoula Zerva, Mariana Pinto +2

Evaluating machine learning (ML) model bias is key to building trustworthy and robust ML systems. Counterfactual Fairness (CF) audits allow the measurement of bias of ML models wit…