Communication Compression for Decentralized Training

Communication Compression for Decentralized Training

17 March 2018

Tong Zhang

Papers citing "Communication Compression for Decentralized Training"

10 / 60 papers shown

Title
Communication-Censored Linearized ADMM for Decentralized Consensus Optimization Weiyu Li Yaohua Liu Z. Tian Qing Ling 14 22 0 15 Sep 2019
Gradient Descent with Compressed Iterates Ahmed Khaled Peter Richtárik 21 22 0 10 Sep 2019
Hierarchical Federated Learning Across Heterogeneous Cellular Networks Mehdi Salehi Heydar Abad Emre Ozfatura Deniz Gunduz Ozgur Ercetin FedML 27 309 0 05 Sep 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 11 147 0 21 Jun 2019
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing Zhi Zhou Xu Chen En Li Liekang Zeng Ke Luo Junshan Zhang 23 1,420 0 24 May 2019
MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling Jianyu Wang Anit Kumar Sahu Zhouyi Yang Gauri Joshi S. Kar 29 159 0 23 May 2019
Distributed Learning with Sublinear Communication Jayadev Acharya Christopher De Sa Dylan J. Foster Karthik Sridharan FedML 21 40 0 28 Feb 2019
Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend Wendi Wu Zongren Li Yawei Zhao Chenkai Yu P. Zhao Ji Liu FedML 18 16 0 29 Jan 2019
COLA: Decentralized Linear Learning Lie He An Bian Martin Jaggi 18 117 0 13 Aug 2018
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 179 683 0 07 Dec 2010