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    JAIR
    2006
    143views more  JAIR 2006»
    Convexity Arguments for Efficient Minimization of the Bethe and Kikuchi Free Energies
    14 years 12 days ago
    Convexity Arguments for Efficient Minimization of the Bethe and Kikuchi Free Energies
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    Loopy and generalized belief propagation are popular algorithms for approximate inference in Markov random fields and Bayesian networks. Fixed points of these algorithms have been...
    Tom Heskes
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    UAI
    2003
    174views Artificial Intelligence» more  UAI 2003»
    Approximate Inference and Constrained Optimization
    14 years 1 months ago
    Approximate Inference and Constrained Optimization
    Download  www.snn.ru.nl
    Loopy and generalized belief propagation are popular algorithms for approximate inference in Markov random fields and Bayesian networks. Fixed points of these algorithms correspo...
    Tom Heskes, Kees Albers, Bert Kappen
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