Personalized Federated Learning

Federated Learning Can Find Friends That Are Beneficial

root February 8, 2024 0

The paper presents a new algorithm for Federated Learning (FL) that identifies beneficial collaborations among clients. The algorithm assigns adaptive aggregation weights to clients based on the conduciveness of their…

Artificial Intelligence Machine Learning

Fed-CO$_{2}$: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning

root December 22, 2023 0

This research paper introduces Fed-CO2, a universal Federated Learning (FL) framework designed to handle both label distribution skew and feature skew. It uses a cooperation mechanism between online and offline…

Page 1 of 1

Press ESC to close

Personalized Federated Learning

Please allow ads on our site