Distributed Gradient Methods for Nonconvex Optimization: Local and Global Convergence Guarantees

Brian Swenson, Soummya Kar, H. Vincent Poor +2

The article discusses distributed gradient-descent algorithms for computing local and global minima in nonconvex optimization. For local optimization, we focus on distributed stoch…