Fair Bayesian Clustering (FBC) enforces group fairness through a matching prior and infers the cluster count within a mixture model.
A bayesian analysis of some nonparametric problems.The annals of statistics, pages 209–230, 1973
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Fair Bayesian Model-Based Clustering
Fair Bayesian Clustering (FBC) enforces group fairness through a matching prior and infers the cluster count within a mixture model.