University of Illinois at Urbana–Champaign; Alibaba Group; Peking University; School of Computer Science, Institute of Artificial Intelligence, Hubei Key Laboratory of Multimedia and Network Communication Engineering, National Engineering Research Center for Multimedia Software, Wuhan University; ETH Zürich
Jiawei Jiang, Lukas Burkhalter, Fangcheng Fu, Bolin Ding, Bo Du, Anwar Hithnawi, Bo Li, Ce Zhang
Vertical federated learning;participant valuation;participant selection;mutual information
VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?