FedSat: A Statistical Aggregation Approach for Class Imbalanced Clients in Federated Learning

Sujit Chowdhury, Raju Halder

Federated learning (FL) has emerged as a promising paradigm for privacy-preserving distributed machine learning, but faces challenges with heterogeneous data distributions across c…