Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate

Zhuoqing Song, Weijian Li, Kexin Jin, Lei Shi 0010, Ming Yan 0006, Wotao Yin, Kun Yuan. Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

Abstract is missing.