Abstract: We study a distributed computation model for optimizing a sum of convex objective functions corresponding to multiple agents. For solving this (not necessarily smooth) optimization problem, ...

Abstract: This study presents and examines a randomized incremental subgradient algorithm designed to tackle convex optimization problems on Riemannian manifolds. The objective function comprises ...