no code implementations • 22 Apr 2021 • Rajesh Kumar, Wenyong Wang, Cheng Yuan, Jay Kumar, Zakria, He Qing, Ting Yang, Abdullah Aman Khan
To solve this challenging task, we propose a blockchain-based federated learning framework that provides collaborative data training solutions by coordinating multiple hospitals to train and share encrypted federated models without leakage of data privacy.
no code implementations • 22 Jan 2018 • Boonchoo Thapana, Ao Xiang, He Qing
Furthermore, we adopt an efficient union-find algorithm to maintain the clustering information in order to reduce redundancies in the merging.