fairGATE - FairGATE (Fair Gated Algorithm for Targeted Equity)
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) <doi:10.1007/978-1-4471-2097-1_113>, fairness-aware
learning by Hardt, Price, and Srebro (2016)
<doi:10.48550/arXiv.1610.02413>, and personalised treatment
prediction for depression by Iniesta, Stahl, and McGuffin
(2016) <doi:10.1016/j.jpsychires.2016.03.016>.
