249 citations · 919 across the 56 of their papers we have counts for
Showing 2012 · cs.AIShow all
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cs.AI2012★ 106 cited
Convergent message passing algorithms - a unifying view
Talya Meltzer, Amir Globerson, Yair Weiss
Message-passing algorithms have emerged as powerful techniques for approximate inference in graphical models. When these algorithms converge, they can be shown to find local (or so…
cs.AI2012★ 44 cited
Convexifying the Bethe Free Energy
Ofer Meshi, Ariel Jaimovich, Amir Globerson +1
The introduction of loopy belief propagation (LBP) revitalized the application of graphical models in many domains. Many recent works present improvements on the basic LBP algorith…