Researchers from Sun Yat-sen University’s Shenzhen Campus, led by WenYuan Yang and Gege Jianga, have developed a decentralized federated learning framework, DFUN-KDF, to enhance UAV network ...

To evaluate the efficacy of federated learning for treatment response prediction in bipolar disorder, we developed a robust simulation pipeline encompassing synthetic data generation, neural network ...

At the multi-agent level, the framework specifies coordination mechanisms based on decentralized consensus updates and ...

The review found that while AI is making inroads in specific use cases, such as computer vision for medical imaging, ...