ON CONVERGENCEPROPERTIESOFMESSAGE-PASSING ESTIMATIONALGORITHMS
2007
Theconvergence andstability properties ofseveral message-passing estimation algorithms areinvestigated, i.e., (generalized) expectation maximization, gradient methods, andcoordinate ascent/descent. Results arepresented forcycle-free andcyclic factor graphs.
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