Convergence behavior of diffusion stochastic gradient descent algorithm

Author:

Barani FatemehORCID,Savadi AbdorrezaORCID,Yazdi Hadi Sadoghi

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Signal Processing,Software,Control and Systems Engineering

Reference27 articles.

1. Solving large scale linear prediction problems using stochastic gradient descent algorithms;Zhang,2004

2. Analysis of two gradient-based algorithms for on-line regression;Cesa-Bianchi;J. Comput. Syst. Sci.,1999

3. Stochastic approximation algorithms and applications;Kushner,1997

4. Without-replacement sampling for stochastic gradient methods;Shamir,2016

5. Convergence analysis of distributed stochastic gradient descent with shuffling;Meng;Neurocomputing,2019

Cited by 10 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. A distributed learning based on robust diffusion SGD over adaptive networks with noisy output data;Journal of Parallel and Distributed Computing;2024-08

2. A Recursive Least P-Order Algorithm Based on M-Estimation in a Non-Gaussian Environment;IEEE Transactions on Circuits and Systems II: Express Briefs;2023-08

3. Diffusion Spline Adaptive Filtering with Adaptive Step-size Normalised Least Mean Square Algorithm;2023 20th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON);2023-05-09

4. A Distributed Adaptive Algorithm Based on the Asymmetric Cost of Error Functions;Circuits, Systems, and Signal Processing;2023-05-04

5. Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT;IEEE Journal of Biomedical and Health Informatics;2022-08

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