L-DQN: An Asynchronous Limited-Memory Distributed Quasi-Newton Method

Bugra Can, Saeed Soori, Maryam Mehri Dehnavi +1

This work proposes a distributed algorithm for solving empirical risk minimization problems, called L-DQN, under the master/worker communication model. L-DQN is a distributed limit…