Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies
Published on Jul 30, 20084813 Views
Inference problems in graphical models can be represented as a constrained optimization of a free energy function. It is known that when the Bethe free energy is used, the fixed points of the belief