Saeed Soori

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

2020 · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)

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