Distributed Stochastic Nonconvex Optimization and Learning based on Successive Convex Approximation

Paolo Di Lorenzo, Simone Scardapane

We study distributed stochastic nonconvex optimization in multi-agent networks. We introduce a novel algorithmic framework for the distributed minimization of the sum of the expect…