fair-machine-learning

There are 0 repository under fair-machine-learning topic.

wecarsoniv / augmented-pca
Repository for the AugmentedPCA Python package.
pca principal-component-analysis factor-model factor-models dimensionality-reduction dimension-reduction representation-learning machine-learning adversarial-machine-learning fair-machine-learning augmented-pca augmentedpca autoencoder autoencoders supervised-autoencoder adversarial-autoencoder adversarial-autoencoders linear-models supervised-autoencoders
Language:Python 10
hcorinna / gradual-compatibility
:pencil: Exploring the gradual (in)compatibility of the fairness metrics independence, separation and sufficiency.
machine-learning regularization algorithmic-fairness fair-machine-learning fair-ml reproducible-research python
Language:Jupyter Notebook 2
heyuntian / FairMILE
Code and data for our demo "Efficient Fair Graph Representation Learning Using a Multi-level Framework" in WWW ’23.
fair-machine-learning graph-embedding machine-learning
Language:Roff 2
gerritjandebruin / cargo-ship-noncompliance-assessment
Code associated to our manuscript titled `Fair automated assessment of noncompliance in cargo ship networks'
data-science fair-machine-learning classification risk-assessment inspections cargo-ship transportation infrastructure network-analysis
Language:Jupyter Notebook 1
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
pareto-front algorithmic-fairness fair-machine-learning fair-ml machine-learning python reproducible-research
Language:Jupyter Notebook 1