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A General Analysis of the Convergence of ADMM

Published on Dec 05, 20151538 Views

We provide a new proof of the linear convergence of the alternating direction method of multipliers (ADMM) when one of the objective terms is strongly convex. Our proof is based on a framework for ana

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