Achieving Fairness in Human-Centered Federated Learning without Demographic Information
A novel approach, Hessian-Aware Federated Learning (HA-FL), achieves fairness in human-centered federated learning systems without requiring knowledge of sensitive attributes or bias-inducing factors.