Decentralised federated learning with adaptive partial gradient aggregation

Author:

Jiang Jingyan1,Hu Liang1

Affiliation:

1. College of Computer Science and TechnologyJilin UniversityChangchun130012People's Republic of China

Funder

National Natural Science Foundation of China

Publisher

Institution of Engineering and Technology (IET)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Vision and Pattern Recognition,Human-Computer Interaction,Information Systems

Reference31 articles.

1. McMahan H.B. Moore E. Ramage D.et al.: ‘Communication‐efficient learning of deep networks from decentralized data’.Proc. of the 20th Int. Conf. on Artificial Intelligence and Statistics Fort Lauderdale FL USA 2017 pp.1273–1282

2. Mcmahan H.B. Ramage D. Talwar K.et al.: ‘Learning differentially private recurrent language models’.Int. Conf. on Learning Representations Vancouver BC Canada 2018

3. Smith V. Chiang C. Sanjabi M.et al.: ‘Federated multi‐task learning’ 2017 pp.4427–4437

4. Hsieh K. Harlap A. Vijaykumar N.et al.: ‘Gaia: Geo‐distributed machine learning approaching {LAN} speeds’.14th {USENIX} Symp. on Networked Systems Design and Implementation ({NSDI} 17) Boston MA USA 2017 pp.629–647

5. Zhang B. Jin X. Ratnasamy S.et al.: ‘Awstream: adaptive wide‐area streaming analytics’.Proc. of the 2018 Conf. of the ACM Special Interest Group on Data Communication Virtual Event Canada 2018 pp.236–252

Cited by 44 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3