Fei Miao

Active Client Selection in Federated Trajectory Prediction with Uncertainty-Awareness and Heterogeneous Complexity

A family of active client selection methods that progressively incorporate awareness of scene uncertainty and complexity to prioritize informative clients are proposed, and a selector that jointly considers scene complexity and uncertainty is developed, demonstrating the benefit of prioritizing complex and informative...