Fair Bayesian Clustering (FBC) enforces group fairness through a matching prior and infers the cluster count within a mixture model.
How many clusters?Bayesian Analysis, 3(1):101–120, 2008
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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.