Cost Efficient Fairness Audit Under Partial Feedback

Nirjhar Das, Mohit Sharma, Praharsh Nanavati +2

We study the problem of auditing the fairness of a given classifier under partial feedback, where true labels are available only for positively classified individuals, (e.g., loan…