Optimal convergence rates of totally asynchronous optimization

Author:

Wu Xuyang1,Magnusson Sindri2,Reza Feyzmahdavian Hamid3,Johansson Mikael1

Affiliation:

1. KTH Royal Institute of Technology,Division of Decision and Control Systems, School of EECS,Stockholm,Sweden,SE-100 44

2. Stockholm University,Department of Computer and System Science,Stockholm,Sweden,SE-164 07

3. ABB Cooperate Research,Västerås,Sweden,SE-721 78

Publisher

IEEE

Reference29 articles.

1. The asynchronous palm algorithm for nonsmooth nonconvex problems;davis,2016

2. An asynchronous parallel stochastic coordinate descent algorithm;liu;International Conference on Machine Learning,2014

3. ARock: An Algorithmic Framework for Asynchronous Parallel Coordinate Updates

4. Asynchronous coordinate descent under more realistic assumption;sun;Proceedings of the 31st International Conference on Neural Information Processing Systems,2017

5. General proximal incremental aggregated gradient algorithms: Better and novel results under general scheme;sun;Advances in neural information processing systems,2019

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