Probabilistic Graphical Models

Probabilistic Graphical Models

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A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.Simulated tempering: A new Monte Carlo scheme. Europhysics ... McCallum, A. and B. Wellner (2005) ... Globally optimal solutions for energy minimization in stereo vision using reweighted belief propagation. In Proc. ... Application of influence diagrams to prostate intensity-modulated radiation therapy plan selection.

Title:Probabilistic Graphical Models
Author:Daphne Koller, Nir Friedman
Publisher:MIT Press - 2009


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