Variational Learning and Bits-Back Coding: An Information-Theoretic View to Bayesian Learning

A. Honkela, H. Valpola

    Research output: Contribution to journalArticleScientificpeer-review

    34 Citations (Scopus)
    Original languageEnglish
    Pages (from-to)800-810
    JournalIEEE Transactions on Neural Networks
    Issue number4
    Publication statusPublished - 2004
    MoE publication typeA1 Journal article-refereed


    • bits-back coding
    • ensemble learning
    • hierarchical latent variable models
    • minimum description length
    • variational Bayesian learning

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