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    WSDM
    2012
    ACM
    201views Data Mining» more  WSDM 2012»
    Scalable inference in latent variable models
    12 years 10 days ago
    Scalable inference in latent variable models
    Download  www.cs.cmu.edu
    Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan N...
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    NIPS
    2007
    152views Information Technology» more  NIPS 2007»
    Modeling homophily and stochastic equivalence in symmetric relational data
    13 years 6 months ago
    Modeling homophily and stochastic equivalence in symmetric relational data
    Download  books.nips.cc
    This article discusses a latent variable model for inference and prediction of symmetric relational data. The model, based on the idea of the eigenvalue decomposition, represents ...
    Peter Hoff
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    ECML
    2005
    Springer
    154views Machine Learning» more  ECML 2005»
    U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models
    13 years 10 months ago
    U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models
    Download  eprints.pascal-network.org
    Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...
    JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin ...
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    ICCV
    2007
    IEEE
    138views Computer Vision» more  ICCV 2007»
    Spectral Latent Variable Models for Perceptual Inference
    14 years 6 months ago
    Spectral Latent Variable Models for Perceptual Inference
    Download  www.cs.toronto.edu
    Atul Kanaujia, Cristian Sminchisescu, Dimitris N. ...
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    ECSQARU
    2007
    Springer
    182views Automated Reasoning» more  ECSQARU 2007»
    Causal Graphical Models with Latent Variables: Learning and Inference
    13 years 11 months ago
    Causal Graphical Models with Latent Variables: Learning and Inference
    Download  placid.insa-rouen.fr
    Stijn Meganck, Philippe Leray, Bernard Manderick
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