Chengqian Xian

Variational Inference for Functional Data Clustering via Dirichlet Process Mixtures with Correlated Errors

Comparisons with MCMC indicate that the variational approximation produces clustering results and parameter estimates that are in close agreement with those obtained by MCMC, while requiring substantially lower computational cost.