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A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization

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Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"

DOI: 10.1109/jas.2022.105554

Abstract: The distributed nonconvex optimization problem of minimizing a global cost function formed by a sum of $n$ local cost functions by using local information exchange is considered. This problem is an important component of many… read more here.

Keywords: distributed nonconvex; primal dual; nonconvex optimization; algorithm ... See more keywords