Operationalizing Fairness: Post-Hoc Threshold Optimization Under Hard Resource Limits

Moirangthem Tiken Singh, Amit Kalita, Sapam Jitu Singh

The deployment of machine learning in high-stakes domains requires a balance between predictive safety and algorithmic fairness. However, existing fairness interventions often as-…