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markusd's Willsky [4 articles]

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  • Walk-Sums and Belief Propagation in Gaussian Graphical Models
    Journal of Machine Learning Research, Vol. 7 (October 2006)
    by Dmitry Malioutov, Jason Johnson, Alan Willsky
  • Tree-based reparameterization for approximate estimation on graphs with cycles
    (2001)
    posted to approximations machine-learning by markusd on 2007-11-09 18:11:13 as **
  • Tree-reweighted belief propagation algorithms and approximate ML estimation via pseudo-moment matching
    (2003)
    posted to graphical-models machine-learning by markusd on 2007-11-05 04:37:32 as **
  • A new class of upper bounds on the log partition function
    (2002)
    posted to graphical-models machine-learning by markusd on 2007-11-05 04:36:56 as **
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