Package 'fairGATE'
| Title: |
FairGATE (Fair Gated Algorithm for Targeted Equity) |
| Description: |
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>. |
| Authors: |
Rhys Holland [aut, cre] |
| Maintainer: |
Rhys Holland <[email protected]> |
| License: |
MIT + file LICENSE |
| Version: |
0.1.0 |
| Built: |
2026-06-06 07:03:14 UTC |
| Source: |
https://github.com/rhysholland/fairgate |
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