Federated Learning for Feature Generalization with Convex Constraints

Dongwon Kim, Donghee Kim, Sung Kuk Shyn +1

Federated learning (FL) often struggles with generalization due to heterogeneous client data. Local models are prone to overfitting their local data distributions, and even transfe…