Bo Gao

Knowledge Distillation in Federated Edge Learning: A Survey

2024

The increasing demand for intelligent services coupled with privacy protection of mobile and Internet of Things (IoT) devices motivates the widespread adoption of Federated Edge Learning (FEL), which enables devices to collaboratively train on-device Machine …

A Multi-Task Based Clustering Personalized Federated Learning Method

2024 · Big Data Mining and Analytics

Federated Learning (FL) is a framework for machine learning on a large-scale distributed dataset, enabling the training of a collaborative model across multiple parties while preserving the privacy of user data. However, in cases where …