Abstract: In this paper, we propose a first-order optimization method for solving saddle-point problems when the data is distributed over a strongly connected weight-balanced network of nodes. Our ...

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Abstract: This letter considers the algorithm design and convergence analysis for the non-smooth convex-concave saddle point problem (CCSPP) with a bilinear coupling term. By using a ...