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    CORR
    2007
    Springer
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    Lagrangian Relaxation for MAP Estimation in Graphical Models
    13 years 4 months ago
    Lagrangian Relaxation for MAP Estimation in Graphical Models
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    Abstract— We develop a general framework for MAP estimation in discrete and Gaussian graphical models using Lagrangian relaxation techniques. The key idea is to reformulate an in...
    Jason K. Johnson, Dmitry M. Malioutov, Alan S. Wil...
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