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