Meta-Learning MCMC Proposals

Tongzhou Wang, YI WU, Dave Moore, Stuart J. Russell

Nov-20-2025, 16:37:21 GMT–Neural Information Processing Systems

We parametrize the proposal as a neural network to provide fast approximations to block Gibbs conditionals.

artificial intelligence, machine learning, proposal, (18 more...)

Neural Information Processing Systems

Nov-20-2025, 16:37:21 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models (0.69)
    - Neural Networks (0.89)
    - Statistical Learning (0.87)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.47)

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