ROBUST AND EFFICIENT AGGREGATION FOR DISTRIBUTED LEARNING
Author:
Affiliation:
1. Imperial College,Department of Electrical and Electronic Engineering,London,UK
2. Technische Universität,Signal Processing Group,Darmstadt,Germany
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9908519/9909515/09909822.pdf?arnumber=9909822
Reference18 articles.
1. BRIDGE: Byzantine-Resilient Decentralized Gradient Descent
2. Adversary-Resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model
3. Byzantine-robust decentralized stochastic optimization over static and time-varying networks
4. Robust Distributed Estimation by Networked Agents
5. Robust Statistics: Theory and Methods;maronna;Wiley Series in Probability and Statistics,2006
Cited by 4 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
1. Attacks on Robust Distributed Learning Schemes via Sensitivity Curve Maximization;2023 24th International Conference on Digital Signal Processing (DSP);2023-06-11
2. Robust M-Estimation Based Distributed Expectation Maximization Algorithm with Robust Aggregation;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04
3. Spatial Inference Using Censored Multiple Testing with Fdr Control;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04
4. Robust Network Topologies for Distributed Learning;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04
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