2025
Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning
IJCAI 2025
Federated learning enables the clients to collaboratively train a global model, which is aggregated from local models. Due to the heterogeneous data distributions over clients and data privacy in federated learning, it is difficult to train local models to achieve a well-performed global model. In t