Unsupervised Variational Bayesian Learning of Nonlinear Models

A. Honkela, H. Valpola

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    29 Citations (Scopus)
    Original languageEnglish
    Title of host publicationAdvances in Neural Information Processing Systems, Vol. 17 (NIPS 2004, Vancouver & Whistler, BC, Canada, December 13-18, 2004)
    EditorsL. Saul, Y. Weiss, L. Bottou
    Place of PublicationCambridge, MA
    Pages593-600
    Publication statusPublished - 2005
    MoE publication typeA4 Article in a conference publication

    Keywords

    • Bayesian learning
    • blind source separation
    • latent variable models
    • layered neural networks
    • nonlinear factor analysis
    • unsupervised learning
    • variational methods

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