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    UAI
    2008
    333views Artificial Intelligence» more  UAI 2008»
    Hybrid Variational/Gibbs Collapsed Inference in Topic Models
    13 years 11 months ago
    Hybrid Variational/Gibbs Collapsed Inference in Topic Models
    Download  uai2008.cs.helsinki.fi
    Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...
    Max Welling, Yee Whye Teh, Bert Kappen
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    UAI
    2004
    93views Artificial Intelligence» more  UAI 2004»
    The Author-Topic Model for Authors and Documents
    13 years 11 months ago
    The Author-Topic Model for Authors and Documents
    Download  cocosci.berkeley.edu
    Michal Rosen-Zvi, Thomas L. Griffiths, Mark Steyve...
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    ICASSP
    2010
    IEEE
    137views Signal Processing» more  ICASSP 2010»
    Latent topic modeling of word vicinity information for speech recognition
    13 years 10 months ago
    Latent topic modeling of word vicinity information for speech recognition
    Download  diana.ee.nthu.edu.tw
    Kuan-Yu Chen, Hsuan-Sheng Chiu, Berlin Chen
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    BMCBI
    2006
    130views more  BMCBI 2006»
    Identifying biological concepts from a protein-related corpus with a probabilistic topic model
    13 years 10 months ago
    Identifying biological concepts from a protein-related corpus with a probabilistic topic model
    Download  www.biomedcentral.com
    Background: Biomedical literature, e.g., MEDLINE, contains a wealth of knowledge regarding functions of proteins. Major recurring biological concepts within such text corpora repr...
    Bin Zheng, David C. McLean Jr, Xinghua Lu
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    IEICET
    2008
    50views more  IEICET 2008»
    Entity Network Prediction Using Multitype Topic Models
    13 years 10 months ago
    Entity Network Prediction Using Multitype Topic Models
    Download  homepage2.nifty.com
    Hitohiro Shiozaki, Koji Eguchi, Takenao Ohkawa
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