most citedTriangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates

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stat.ME2023

Easily Computed Marginal Likelihoods from Posterior Simulation Using the THAMES Estimator

Martin Metodiev, Marie Perrot-Dockès, Sarah Ouadah +2

We propose an easily computed estimator of marginal likelihoods from posterior simulation output, via reciprocal importance sampling, combining earlier proposals of DiCiccio et al…