fair-machine-learning
There are 5 repositories under fair-machine-learning topic.
wecarsoniv/augmented-pca
Repository for the AugmentedPCA Python package.
hcorinna/gradual-compatibility
:pencil: Exploring the gradual (in)compatibility of the fairness metrics independence, separation and sufficiency.
heyuntian/FairMILE
Code and data for our demo "Efficient Fair Graph Representation Learning Using a Multi-level Framework" in WWW ’23.
gerritjandebruin/cargo-ship-noncompliance-assessment
Code associated to our manuscript titled `Fair automated assessment of noncompliance in cargo ship networks'
hcorinna/utility-based-fairness
:pencil: Implementation of our approach for balancing the utility of the decision maker and the fairness towards the decision subjects for a prediction-based decision-making system