A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian Regularization

Canh T. Dinh, Tung T. Vu, Nguyen H. Tran +2

Non-Independent and Identically Distributed (non- IID) data distribution among clients is considered as the key factor that degrades the performance of federated learning (FL). Sev…