From Data Heterogeneity to Convergence: A Data-Centric Review of Federated Learning

Huong Nguyen, Mickaël Bettinelli, Amirhossein Ghaffari +4

Federated Learning (FL) has emerged as a promising solution for data hunger in centralized learning. This paradigm enables privacy with multiple clients to train a shared-task mode…