1.5k citations · 2.2k across the 24 of their papers we have counts for
Showing 2012 · cs.AIShow all
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cs.AI2012★ 12 cited
MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies
Yair Weiss, Chen Yanover, Talya Meltzer
Finding the most probable assignment (MAP) in a general graphical model is known to be NP hard but good approximations have been attained with max-product belief propagation (BP) a…
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…