Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning

no code implementations • 2 Dec 2022 • ZiRui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu

To address this problem, we propose a generative augmentation framework in swarm learning called SL-GAN, which augments the non-IID data by generating the synthetic data from participants.

Data Augmentation Edge-computing +1