Variational Linear Response

Dec-31-2004–Neural Information Processing Systems

A general linear response method for deriving improved estimates of correlations in the variational Bayes framework is presented. Three applications are given and it is discussed how to use linear response as a general principle for improving mean field approximations.

approximation, marginal distribution, variational distribution, (14 more...)

Neural Information Processing Systems

Dec-31-2004

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  - United Kingdom > England
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  - Denmark > Capital Region
    - Kongens Lyngby (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.68)
  - Machine Learning > Learning Graphical Models
    - Directed Networks > Bayesian Learning (0.46)

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