Bayesian mixture models (in)consistency for the number of clusters

Louise Alamichel, Daria Bystrova, Julyan Arbel +1

Bayesian nonparametric mixture models are common for modeling complex data. While these models are well-suited for density estimation, recent results proved posterior inconsistency…