54 citations · 125 across the 18 of their papers we have counts for
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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.IT2010★ 9 cited
Message-Passing Algorithms: Reparameterizations and Splittings
Nicholas Ruozzi, Sekhar Tatikonda
The max-product algorithm, a local message-passing scheme that attempts to compute the most probable assignment (MAP) of a given probability distribution, has been successfully emp…