DiPLe: Learning Directed Collaboration Graphs for Peer-to-Peer Personalized Learning

Author:

Zheng Xue1,Naghizadeh Parinaz2,Yener Aylin1

Affiliation:

1. The Ohio State University,Electrical and Computer Engineering

2. The Ohio State University,Integrated Systems Engineering

Publisher

IEEE

Reference23 articles.

1. Adaptive personalized federated learning;deng,2020

2. Federated learning of a mixture of global and local models;hanzely,2020

3. Three approaches for personalization with applications to federated learning;mansour,2020

4. Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints

5. An efficient framework for clustered federated learning;ghosh;Advances in neural information processing systems,2020

Cited by 5 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. Teacher-Guided Peer Learning With Continuous Action Iterated Dilemma Based on Incremental Network;IEEE Transactions on Computational Social Systems;2024-06

2. Personalized Over-The-Air Federated Learning with Personalized Reconfigurable Intelligent Surfaces;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. Multi-task peer-to-peer learning using an encoder-only transformer model;Future Generation Computer Systems;2024-03

4. An Overview of Autonomous Connection Establishment Methods in Peer-to-Peer Deep Learning;IEEE Access;2024

5. DiPLe: Learning Directed Collaboration Graphs for Peer-to-Peer Personalized Learning;2022 IEEE Information Theory Workshop (ITW);2022-11-01

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