Abstract: This article studies a decentralized online optimization problem with a common constraint set over time-varying and directed networks. Nodes in the network undertake local computation and ...

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Abstract: In this article, we deal with stochastic optimization problems where the data distributions change in response to the decision variables. Traditionally, the study of optimization problems ...