Federated Learning with Class Balanced Loss Optimized by Implicit Stochastic Gradient Descent

Author:

Zhou Jincheng,Zheng Maoxing

Publisher

Springer Nature Singapore

Reference31 articles.

1. Hai, T., Zhou, J., Li, N., Jain, S.K., Agrawal, S., Dhaou, I.B.: Cloud-based bug tracking software defects analysis using deep learning. J. Cloud Comput. 11(1), 1–14 (2022)

2. Hai, T., Alsharif, S., Dhahad, H.A., Attia, E.A., Shamseldin, M.A., Ahmed, A.N.: The evolutionary artificial intelligence-based algorithm to find the minimum GHG emission via the integrated energy system using the MSW as fuel in a waste heat recovery plant. Sustain. Energy Technol. Assess. 53, 102531 (2022)

3. Mcmahan, B., Moore, E., Ramage, D., et al.: Communication-efficient learning of deep networks from decentralized data. In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, Fort Lauderdale, USA, pp. 1273−1282 (2017)

4. Wang, H., Yurochkin, M., Sun, Y., Papailiopoulos, D., Khazaeni, Y.: Federated learning with matched averaging. arXiv preprint arXiv:2002.06440 (2020)

5. Kopparapu, K., Lin, E., Zhao, J.: FedCD: improving performance in non-IID federated learning. arXiv preprint arXiv:2006.09637 (2020)

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