Variational Linear Response

Manfred Opper, Ole Winther

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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    Abstract

    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.
    Original languageEnglish
    Title of host publicationAdvances in Neural Information Processing Systems 16 (NIPS'2003)
    Publication date2003
    Publication statusPublished - 2003

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