Bayesian Learning to Select Fair Classifiers

Saatvik Kher, Hyungrok Do, Judy Zhong +1

Evaluations of classifiers (AI or human or agents) often assume a batch setting in which every agent produces labels on every example in a test set, which can be expensive or impra…