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An Efficient Speculative Federated Tree Learning System With a Lightweight NN-Based Predictor

Year: 2025

Type: article

Source: IEEE Transactions on Parallel and Distributed Systems

DOI: 10.1109/tpds.2025.3581295

Authors: Yuhui Zhang, Hong Liao, Lutan Zhao, Yuncong Shao, Zhihong Tian, XiaoFeng Wang, Dan Meng, Rui Hou

Institutions: Institute of Information Engineering, Harbin Engineering University, Guangzhou University, Indiana University Bloomington, Indiana University

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: National Natural Science Foundation of China

Award: G4733143878

OpenAlex ID: W4411446199

FWCI: 1.663

Cites: 87

Cited by: 4

Related to: 10