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  • 一些gassian分布假设的,并假设均值依赖于隐藏层,方差固定的模型

    PPCA_probabilistic principal component analysis

    M. E. Tipping and C. M. Bishop, “Probabilistic principal component
    analysis,”Journal of the Royal Statistical Society, Series B, vol. 61,
    pp. 611–622, 1999.

    FA_factor analysis

    G. Young, “Maximum likelihood estimation and factor analysis,”
    Psychometrika, vol. 6, no. 1, pp. 49–53, 1940

    ICA_independent component analysis

    D. MacKay, “Maximum likelihood and covariant algorithms for
    independent component analysis,” 1999.

    SC_sparse coding

    B. A. Olshausen and D. J. Field, “Sparse coding with an overcom-plete basis set: a strategy employed by v1?”Vision Research, vol. 37,
    pp. 3311–3325, 1997.

    GRBM_gassian restricted Boltzmann machine

    M. Welling, M. Rosen-Zvi, and G. Hinton, “Exponential family har-moniums with an application to information retrieval,” inAdvances
    in Neural Information Processing Systems, 2005.


    --- 我是仙, 我不是神
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  • 原文地址:https://www.cnblogs.com/xyq-deeplearning/p/4167224.html
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