The balance heuristic estimator is recast on an extended space, yielding an unbiased parallel annealed importance sampling scheme and a general framework for estimators when proposal marginals are intractable.
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Revisiting the balance heuristic for estimating normalising constants
The balance heuristic estimator is recast on an extended space, yielding an unbiased parallel annealed importance sampling scheme and a general framework for estimators when proposal marginals are intractable.