Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat

Erdong Hu, Yuxin Tang, Anastasios Kyrillidis +1

We carefully evaluate a number of algorithms for learning in a federated environment, and test their utility for a variety of image classification tasks. We consider many issues th…