54 citations · 125 across the 18 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.IT2012★ 14 cited
Message-Passing Algorithms for Quadratic Minimization
Nicholas Ruozzi, Sekhar Tatikonda
Gaussian belief propagation (GaBP) is an iterative algorithm for computing the mean of a multivariate Gaussian distribution, or equivalently, the minimum of a multivariate positive…
cs.DM2012★ 54 cited
The Bethe Partition Function of Log-supermodular Graphical Models
Nicholas Ruozzi
Sudderth, Wainwright, and Willsky have conjectured that the Bethe approximation corresponding to any fixed point of the belief propagation algorithm over an attractive, pairwise bi…