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    NIPS
    2004
    107views Information Technology» more  NIPS 2004»
    Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks
    13 years 10 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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    NIPS
    2004
    98views Information Technology» more  NIPS 2004»
    Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation
    13 years 10 months ago
    Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation
    Download  ssg.mit.edu
    We describe a three
    Erik B. Sudderth, Michael I. Mandel, William T. Fr...
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    UAI
    2003
    89views Artificial Intelligence» more  UAI 2003»
    Loopy Belief Propagation as a Basis for Communication in Sensor Networks
    13 years 9 months ago
    Loopy Belief Propagation as a Basis for Communication in Sensor Networks
    Download  aduni.org
    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
    13 years 9 months 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
    13 years 9 months 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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