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math.OC2021
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…
math.OC2019★ 14 cited
DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate
Saeed Soori, Konstantin Mischenko, Aryan Mokhtari +2
In this paper, we consider distributed algorithms for solving the empirical risk minimization problem under the master/worker communication model. We develop a distributed asynchro…