Chengfei Lyu

Toward Understanding the Influence of Individual Clients in Federated Learning

2021 · Proceedings of the AAAI Conference on Artificial Intelligence

Federated learning allows mobile clients to jointly train a global model without sending their private data to a central server. Extensive works have studied the performance guarantee of the global model, however, it is still …