Decentralized Riemannian Gradient Descent on the Stiefel Manifold

Shixiang Chen, Alfredo Garcia, Mingyi Hong, Shahin Shahrampour

Abstract: We consider a distributed non-convex optimization where a network of agents aims at minimizing a global function over the Stiefel manifold. The global function is represented as a finite sum of smo...