Scalable Posterior Uncertainty for Flexible Density-Based Clustering

Nicola Bariletto, Stephen G. Walker

We introduce a novel framework for uncertainty quantification in clustering that combines martingale posterior distributions with density-based clustering. Unlike classical model-b…