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math.OCMay 29, 2007
23
citations (OpenAlex)
authors
  • Ciamac C. Moallemi
  • Benjamin Van Roy
arXiv abstractPDF
paper

Convergence of the Min-Sum Algorithm for Convex Optimization

arXiv:0705.4253

Abstract

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

Cited by in corpus (1)

  • Gaussian Belief Propagation for Solving Systems of Linear Equations: Theory and Application
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