2722

Importance Sampling for Bayesian Networks: Principles, Algorithms, and Performance

Gregory F. Cooper استاد مشاور , Marek J. Druzdzel استاد راهنما , Eric P. Xing استاد مشاور

university of pittsburgh

دكتري

Doctor of Philosophy )Intelligent Systems(

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2006

loopy belief propagation , LBP , thick tail , mixture of Gaussian , evidence pre-propagation , belief updating , epsilon-cutoff , lazy LBP , importance function , hybrid Bayesian networks

01

انگليسي