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This work builds on our recent work on a distributed optimization algorithmfor graphs with directed unreliable communications. We show its linearconvergence when we take either the proximal of each function or an affineminorant for when the function is smooth.

Linear convergence of a dual optimization formulation for distributed optimization on directed graphs with unreliable communications