BOB: Bayesian Optimized Bootstrap for Uncertainty Quantification in Gaussian Mixture Models

Santiago Marin, Bronwyn Loong, Anton H. Westveld

A natural way to quantify uncertainties in Gaussian mixture models (GMMs) is through Bayesian methods. That said, sampling from the joint posterior distribution of GMMs via standar…