Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation

Author:

Ye Guanhua1,Chen Tong1ORCID,Li Yawen2,Cui Lizhen3ORCID,Nguyen Quoc Viet Hung4ORCID,Yin Hongzhi1ORCID

Affiliation:

1. School of Information Technology and Electric Engineering, The University of Queensland, Brisbane, QD, Australia

2. School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China

3. School of Software, Shandong University, Jinan, China

4. School of Information and Communication Technology, Griffith University, Brisbane, QD, Australia

Funder

Australian Research Council

Discovery Early Career Researcher Award

Discovery Project

UQ New Staff Research Start-up

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Reference54 articles.

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3. Hide Your Model: A Parameter Transmission-free Federated Recommender System;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

4. Heterogeneous decentralised machine unlearning with seed model distillation;CAAI Transactions on Intelligence Technology;2024-01-17

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