This work considers a high-dimensional decentralized optimization problem where computing the full gradient is prohibitively expensive. This is a common issue in Partial Difference Equation ...

We propose an optimization method obtained by the approximation of a novel discretization approach for gradient dynamics recently proposed by the authors. It is shown that the proposed algorithm ...