252 citations · 396 across the 31 of their papers we have counts for
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cs.IT2006★ 252 cited
Consensus Propagation
Ciamac C. Moallemi, Benjamin Van Roy
We propose consensus propagation, an asynchronous distributed protocol for averaging numbers across a network. We establish convergence, characterize the convergence rate for regul…
cs.IT2006★ 4 cited
Convergence of Min-Sum Message Passing for Quadratic Optimization
Ciamac C. Moallemi, Benjamin Van Roy
We establish the convergence of the min-sum message passing algorithm for minimization of a broad class of quadratic objective functions: those that admit a convex decomposition. O…