Adaptive sequential Monte Carlo with automatically constructed intermediate posteriors approximates structured leave-group, leave-subset, and leave-end-out cross-validation without full MCMC reruns.
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Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models
Adaptive sequential Monte Carlo with automatically constructed intermediate posteriors approximates structured leave-group, leave-subset, and leave-end-out cross-validation without full MCMC reruns.