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    PSB
    2004
    87views Applied Computing» more  PSB 2004»
    Modeling Cellular Processes with Variational Bayesian Cooperative Vector Quantizer
    15 years 1 months ago
    Modeling Cellular Processes with Variational Bayesian Cooperative Vector Quantizer
    Download  www.cs.pitt.edu
    Gene expression of a cell is controlled by sophisticated cellular processes. The capability of inferring the states of these cellular processes would provide insight into the mech...
    Xinghua Lu, Milos Hauskrecht, Roger S. Day
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    BMCBI
    2010
    101views more  BMCBI 2010»
    Detection of copy number variation from array intensity and sequencing read depth using a stepwise Bayesian model
    14 years 11 months ago
    Detection of copy number variation from array intensity and sequencing read depth using a stepwise Bayesian model
    Download  www.biomedcentral.com
    Background: Copy number variants (CNVs) have been demonstrated to occur at a high frequency and are now widely believed to make a significant contribution to the phenotypic variat...
    Zhengdong D. Zhang, Mark B. Gerstein
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    JMLR
    2010
    114views more  JMLR 2010»
    Bayesian Learning in Sparse Graphical Factor Models via Variational Mean-Field Annealing
    14 years 6 months ago
    Bayesian Learning in Sparse Graphical Factor Models via Variational Mean-Field Annealing
    Download  people.ee.duke.edu
    Ryo Yoshida, Mike West
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    JMLR
    2012
    193views Programming Languages» more  JMLR 2012»
    Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models
    13 years 2 months ago
    Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models
    Download  ipg.epfl.ch
    Matthias Seeger, Guillaume Bouchard
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    BIOINFORMATICS
    2012
    235views Distributed And Parallel Com...» more  BIOINFORMATICS 2012»
    A novel variational Bayes multiple locus Z-statistic for genome-wide association studies with Bayesian model averaging
    13 years 2 months ago
    A novel variational Bayes multiple locus Z-statistic for genome-wide association studies with Bayesian model averaging
    Download  kooperberg.fhcrc.org
    Benjamin A. Logsdon, Cara L. Carty, Alexander P. R...
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