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Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent

Type of publication Peer-reviewed
Publikationsform Proceedings (peer-reviewed)
Author Lian Xiangru, Zhang Ce, Zhang Huan, Hsieh Cho-Jui, Zhang Wei, Liu Ji,
Project Dapprox: Dependency-ware Approximate Analytics and Processing Platforms
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Proceedings (peer-reviewed)

Editor , Wallach Hanna M.; , Bengio Samy; , Guyon Isabelle; , Vishwanathan S. V. N.; , Fergus Rob; , Garnett Roman; , von Luxburg Ulrike
Page(s) 5336 - 5346
Title of proceedings Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, {USA}
Place LA