Tools for training and analysing fairness-aware gated neural
networks for subgroup-aware prediction and interpretation in clinical datasets.
Methods draw on prior work in mixture-of-experts neural networks by
Jordan and Jacobs (1994) ,
fairness-aware learning by Hardt, Price, and Srebro (2016) ,
and personalised treatment prediction for depression by Iniesta, Stahl, and McGuffin (2016)
.