Convergence of Min-Sum Message Passing for Quadratic Optimization

Details Convergence of Min-Sum Message Passing for Quadratic Optimization Convergence of Min-Sum Message Passing for Quadratic Optimization

2006-03-14

arxiv.org/abs/cs/0603058v4

Computer Science

Information Theory

Scientific paper

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. Our results also apply to the equivalent problem
of the convergence of Gaussian belief propagation.

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