Score-based diffusion meets annealed importance sampling

More than twenty years after its introduction, Annealed Importance Sampling (AIS) remains one of the most effective methods for marginal likelihood estimation. It relies on a sequence of distributions interpolating between a tractable initial distribution and the target distribution of interest whic...

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Bibliographic Details
Main Authors: Doucet, A, Grathwohl, G, Matthews, AGDG, Strathmann, H
Format: Conference item
Language:English
Published: Curran Associates 2023

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