Who Should Predict? Exact Algorithms For Learning to Defer to Humans

Hussein Mozannar, Hunter Lang, Dennis Wei +3

Automated AI classifiers should be able to defer the prediction to a human decision maker to ensure more accurate predictions. In this work, we jointly train a classifier with a re…