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    UAI
    2008
    226views Artificial Intelligence» more  UAI 2008»
    Tightening LP Relaxations for MAP using Message Passing
    14 years 1 months ago
    Tightening LP Relaxations for MAP using Message Passing
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    Linear Programming (LP) relaxations have become powerful tools for finding the most probable (MAP) configuration in graphical models. These relaxations can be solved efficiently u...
    David Sontag, Talya Meltzer, Amir Globerson, Tommi...
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    NIPS
    2008
    136views Information Technology» more  NIPS 2008»
    Clusters and Coarse Partitions in LP Relaxations
    14 years 1 months ago
    Clusters and Coarse Partitions in LP Relaxations
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    We propose a new class of consistency constraints for Linear Programming (LP) relaxations for finding the most probable (MAP) configuration in graphical models. Usual cluster-base...
    David Sontag, Amir Globerson, Tommi Jaakkola
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