Exploring Rawlsian Fairness for K-Means Clustering

Stanley Simoes, Deepak P, Muiris MacCarthaigh

We conduct an exploratory study that looks at incorporating John Rawls' ideas on fairness into existing unsupervised machine learning algorithms. Our focus is on the task of cluste…