Score-Based Diffusion meets Annealed Importance Sampling

Aug-16-2025, 16:00:06 GMT–Neural Information Processing Systems

More than twenty years after its introduction, Annealed Importance Sampling (AIS) remains one of the most effective methods for marginal likelihood estimation.

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Neural Information Processing Systems

Aug-16-2025, 16:00:06 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Neural Networks (1.00)
    - Statistical Learning (0.94)
  - Representation & Reasoning > Uncertainty (0.68)

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Score-Based Diffusion meets Annealed Importance Sampling

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