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|