MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis

Luyuan Xie; Manqing Lin; Tianyu Luan; Cong Li; Yuejian Fang; Qingni Shen; Zhonghai Wu

2024 ICML ICML 2024

MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis

Abstract

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Authors

Luyuan Xie, Manqing Lin, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu

Topics

Artificial Intelligence > Learning Paradigms > Transfer Learning Machine Learning > Application Areas > Domain Adaptation Deep Learning > Techniques > Model Architecture

Keywords

federated learning knowledge distillation personalized model heterogeneous client medical data generalizability

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