Introduces independent subproblem inference and proves asymptotic convergence guarantees for hybrid MCMC algorithms defined via inference metaprogramming.
Probability surveys 1 (2004), 20–71
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Compositional Inference Metaprogramming with Convergence Guarantees
Introduces independent subproblem inference and proves asymptotic convergence guarantees for hybrid MCMC algorithms defined via inference metaprogramming.