On the Convergence of Inexact Gradient Descent with Controlled Synchronization Steps

Sandushan Ranaweera, Chathuranga Weeraddana, Prathapasinghe Dharmawansa +1

We develop a gradient-like algorithm to minimize a sum of peer objective functions based on coordination through a peer interconnection network. The coordination admits two stages:…