Federated Learning on Non-IID Data Silos: An Experimental Study

Qinbin Li, Yiqun Diao, Quan Chen +1

Due to the increasing privacy concerns and data regulations, training data have been increasingly fragmented, forming distributed databases of multiple "data silos" (e.g., within d…