📝 Exploring data-driven affirmative action policies for university admissions
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Updated
Feb 19, 2022 - Python
📝 Exploring data-driven affirmative action policies for university admissions
Official Implementation of the paper "Fair Generalized Linear Models with a Convex Penalty."
Implementation of Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations
Base on deep learning implementation of collaborative filtering, enhance fairness in terms of closing performance gap across users from different subgroups of gender and age
Code implementation for BiasMitigationRL, a reinforcement learning-based bias mitigation method.
Analyzing Adversarial Bias and the Robustness of Fair Machine Learning
Disparate Exposure in Learning To Rank for Python
FairER: Entity Resolution with Fairness Constraints
Demographic Bias of Vision-Language Foundation Models in Medical Imaging
Python library with the core algorithms used to do FA*IR ranking.
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
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