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arxiv: 0705.4253 · v1 · submitted 2007-05-29 · 🧮 math.OC

Convergence of the Min-Sum Algorithm for Convex Optimization

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keywords algorithmconvexmin-sumoptimizationasynchronousclassconvergeconvergence
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We establish that the min-sum message-passing algorithm and its asynchronous variants converge for a large class of unconstrained convex optimization problems.

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