Introduces independent subproblem inference and proves asymptotic convergence guarantees for hybrid MCMC algorithms defined via inference metaprogramming.
Journal of the American statistical Association 93, 442 (1998), 585–595
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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.