Zhouqiao He

ShapCCS: Shapley-Driven Client Coreset Selection in Federated Learning

Computation overhead has emerged as a critical bottleneck in Federated Learning (FL). Coreset selection tackles this challenge by constructing an informative subset to represent the full dataset. However, existing approaches optimize coreset construction solely at the data level and enforce a unifor…