Distributed stochastic gradient descent (SGD) has attracted considerable recent attention due to its potential for scaling computational resources, reducing training time, and helping protect user ...

This article is concerned with minimizing the average of $n$ cost functions over a network, in which agents may communicate and exchange information with each o ...