Fast Convergence through Distributed Augmentation for Class-Imbalanced Federated Learning

Arathi Nair M, J. Harshan, Anwitaman Datta

In federated learning, mitigating class imbalance is essential to improve minority-class performance. A common approach to address this problem is to augment minority-class samples…