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    WSDM
    2012
    ACM
    201views Data Mining» more  WSDM 2012»
    Scalable inference in latent variable models
    13 years 7 months 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
    15 years 1 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
    15 years 5 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
    16 years 1 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
    15 years 5 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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