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    PIMRC
    2008
    IEEE
    110views Communications» more  PIMRC 2008»
    Bayesian inference in linear models with a random Gaussian matrix : Algorithms and complexity
    14 years 1 months ago
    Bayesian inference in linear models with a random Gaussian matrix : Algorithms and complexity
    Download  web.maths.unsw.edu.au
    —We consider the Bayesian inference of a random Gaussian vector in a linear model with a random Gaussian matrix. We review two approaches to finding the MAP estimator for this m...
    Ido Nevat, Gareth W. Peters, Jinhong Yuan
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    JMLR
    2011
    145views more  JMLR 2011»
    Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Func
    13 years 2 months ago
    Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Func
    Download  jmlr.csail.mit.edu
    We present a class of graphical models for directly representing the joint cumulative distribution function (CDF) of many random variables, called cumulative distribution networks...
    Jim C. Huang, Brendan J. Frey
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    ICASSP
    2011
    IEEE
    229views Signal Processing» more  ICASSP 2011»
    Learning and inference algorithms for partially observed structured switching vector autoregressive models
    12 years 11 months ago
    Learning and inference algorithms for partially observed structured switching vector autoregressive models
    Download  mirlab.org
    We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
    Balakrishnan Varadarajan, Sanjeev Khudanpur
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    BMCBI
    2010
    135views more  BMCBI 2010»
    GIGA: a simple, efficient algorithm for gene tree inference in the genomic age
    13 years 7 months ago
    GIGA: a simple, efficient algorithm for gene tree inference in the genomic age
    Download  www.biomedcentral.com
    Background: Phylogenetic relationships between genes are not only of theoretical interest: they enable us to learn about human genes through the experimental work on their relativ...
    Paul D. Thomas
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    ESA
    2009
    Springer
    104views Algorithms» more  ESA 2009»
    Complete Parsimony Haplotype Inference Problem and Algorithms
    14 years 2 months ago
    Complete Parsimony Haplotype Inference Problem and Algorithms
    Download  www.informatik.uni-kiel.de
    Gerold Jäger, Sharlee Climer, Weixiong Zhang
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