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    » Nonparametric Belief Propagation
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    NIPS
    2004
    107views Information Technology» more  NIPS 2004»
    Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks
    15 years 1 months ago
    Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks
    Download  books.nips.cc
    We introduce a computationally efficient method to estimate the validity of the BP method as a function of graph topology, the connectivity strength, frustration and network size....
    Joris M. Mooij, Hilbert J. Kappen
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    UAI
    2003
    89views Artificial Intelligence» more  UAI 2003»
    Loopy Belief Propagation as a Basis for Communication in Sensor Networks
    15 years 1 months ago
    Loopy Belief Propagation as a Basis for Communication in Sensor Networks
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    Christopher Crick, Avi Pfeffer
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    VISAPP
    2007
    141views Computer Vision» more  VISAPP 2007»
    A loopy belief propagation approach to the shape from shading problem
    15 years 28 days ago
    A loopy belief propagation approach to the shape from shading problem
    Download  www.dip.ee.uct.ac.za
    Markus Louw, Fred Nicolls, Dee Bradshaw
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    ATAL
    2010
    Springer
    113views Intelligent Agents» more  ATAL 2010»
    Collaborative multiagent Gaussian inference in a dynamic environment using belief propagation
    15 years 27 days ago
    Collaborative multiagent Gaussian inference in a dynamic environment using belief propagation
    Download  www.cs.cornell.edu
    Stefano Ermon, Carla P. Gomes, Bart Selman
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    ICML
    2010
    IEEE
    180views Machine Learning» more  ICML 2010»
    Exploiting Data-Independence for Fast Belief-Propagation
    15 years 25 days ago
    Exploiting Data-Independence for Fast Belief-Propagation
    Download  www.icml2010.org
    Maximum a posteriori (MAP) inference in graphical models requires that we maximize the sum of two terms: a data-dependent term, encoding the conditional likelihood of a certain la...
    Julian John McAuley, Tibério S. Caetano
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