Convex Combination Belief Propagation Algorithms

We present new message passing algorithms for performing inference with graphical models. Our methods are designed for the most difficult inference problems where loopy belief propagation and other heuristics fail to converge. Belief propagation is guaranteed to converge when the underlying graphica...

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Bibliographische Detailangaben

Hauptverfasser:	Grim, Anna, Felzenszwalb, Pedro
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Statistics - Computation
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