FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks

Yuhang Yao, Weizhao Jin, Srivatsan Ravi +1

Methods for training models on graphs distributed across multiple clients have recently grown in popularity, due to the size of these graphs as well as regulations on keeping data…