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Roman Vedernikov

Publications and source records attributed to Roman Vedernikov.

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Decentralized conditional gradient method over time-varying graphs

In this paper we study a generalization of distributed conditional gradient method to time-varying network architectures. We theoretically analyze convergence properties of the algorithm and provide numerical experiments. The time-varying network is modeled as a deterministic of a stochastic sequence of graphs.

math.OC