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    NECO
    2000
    88views more  NECO 2000»
    Practical Identifiability of Finite Mixtures of Multivariate Bernoulli Distributions
    13 years 7 months ago
    Practical Identifiability of Finite Mixtures of Multivariate Bernoulli Distributions
    Download  faculty.ucmerced.edu
    The class of finite mixtures of multivariate Bernoulli distributions is known to be nonidentifiable, i.e., different values of the mixture parameters can correspond to exactly the...
    Miguel Á. Carreira-Perpiñán, ...
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    CVPR
    2009
    IEEE
    379views Computer Vision» more  CVPR 2009»
    A Multi-View Probabilistic Model for 3D Object Classes
    15 years 2 months ago
    A Multi-View Probabilistic Model for 3D Object Classes
    Download  vision.cs.princeton.edu
    We propose a novel probabilistic framework for learning visual models of 3D object categories by combining appearance information and geometric constraints. Objects are represen...
    Fei-Fei Li 0002, Hao Su, Min Sun, Silvio Savarese
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    CSDA
    2007
    81views more  CSDA 2007»
    A stochastic EM algorithm for a semiparametric mixture model
    13 years 7 months ago
    A stochastic EM algorithm for a semiparametric mixture model
    Download  www.univ-orleans.fr
    Recently, there has been a considerable interest in finite mixture models with semi-/non-parametric component distributions. Identifiability of such model parameters is generall...
    Laurent Bordes, Didier Chauveau, Pierre Vandekerkh...
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    ICML
    2008
    IEEE
    195views Machine Learning» more  ICML 2008»
    Estimating local optimums in EM algorithm over Gaussian mixture model
    14 years 8 months ago
    Estimating local optimums in EM algorithm over Gaussian mixture model
    Download  www.comp.nus.edu.sg
    EM algorithm is a very popular iteration-based method to estimate the parameters of Gaussian Mixture Model from a large observation set. However, in most cases, EM algorithm is no...
    Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung
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    PAMI
    2002
    114views more  PAMI 2002»
    Unsupervised Learning of Finite Mixture Models
    13 years 7 months ago
    Unsupervised Learning of Finite Mixture Models
    Download  dataclustering.cse.msu.edu
    Mário A. T. Figueiredo, Anil K. Jain
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