Double Averaging and Gradient Projection: Convergence Guarantees for Decentralized Constrained Optimization

Firooz Shahriari-Mehr, Ashkan Panahi

We consider a generic decentralized constrained optimization problem over static, directed communication networks, where each agent has exclusive access to only one convex, differe…