A split-merge Markov chain Monte Carlo procedure for the Dirichlet process mixture model. Posted: Apr 10, 2008 14:41:46
This article proposes a split-merge Markov chain algorithm to address the problem ... of a new component if appropriate. Split-merge updates were previously proposed by Green ... 2001). They introduced a complex split-merge scheme in the reversible jump framework ...