Asynchronous Distributed ADMM for Consensus Optimization

Ruiliang Zhang, James T. Kwok

Abstract: Distributed optimization algorithms are highly attractive for solving big data problems. In particular, many machine learning problems can be formulated as the global consensus optimization problem...