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Data Source Selection in Federated Learning: A Submodular Optimization Approach.

R. Zhang, Y. Wang, Z. Zhou, Z. Ren, Y. Tong, и K. Xu. DASFAA (2), том 13246 из Lecture Notes in Computer Science, стр. 606-614. Springer, (2022)

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Ziyao Gao

Zhongliang Ren

Jianxin Ren

Hongming Ren

Ling Ren

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2019nCoVAS: Developing the Web Service for Epidemic Transmission Prediction, Genome Analysis, and Psychological Stress Assessment for 2019-nCoV.M. Xiao, G. Liu, J. Xie, Z. Dai, Z. Wei, Z. Ren, J. Yu, и L. Zhang. IEEE ACM Trans. Comput. Biol. Bioinform., 18 (4): 1250-1261 (2021)Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning.Y. Kang, Z. Ren, L. Fan, L. Yang, Y. Tong, и Q. Yang. CoRR, (2024)Data Source Selection in Federated Learning: A Submodular Optimization Approach.R. Zhang, Y. Wang, Z. Zhou, Z. Ren, Y. Tong, и K. Xu. DASFAA (2), том 13246 из Lecture Notes in Computer Science, стр. 606-614. Springer, (2022)Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch.Y. Wang, Y. Tong, Z. Zhou, Z. Ren, Y. Xu, G. Wu, и W. Lv. KDD, стр. 4079-4089. ACM, (2022)

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