Saeed Soori

DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate

In this paper, we consider distributed algorithms for solving the empirical risk minimization problem under the master/worker communication model. We develop a distributed asynchronous quasi-Newton algorithm that can achieve superlinear convergence. To our knowledge, this is the first distributed as…