Large-Scale Secure XGB for Vertical Federated Learning

18 May 2020

Papers citing "Large-Scale Secure XGB for Vertical Federated Learning"

5 / 5 papers shown

Title
SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning Ziyao Ren Yan Kang Lixin Fan Linghua Yang Yongxin Tong Qiang Yang FedML 44 3 0 20 Jul 2023
Vertical Federated Learning: Concepts, Advances and Challenges Yang Liu Yan Kang Tianyuan Zou Yanhong Pu Yuanqin He Xiaozhou Ye Ye Ouyang Yaqin Zhang Qian Yang FedML 57 161 0 23 Nov 2022
Federated Boosted Decision Trees with Differential Privacy Samuel Maddock Graham Cormode Tianhao Wang Carsten Maple S. Jha FedML 29 29 0 06 Oct 2022
Scalable and Sparsity-Aware Privacy-Preserving K-means Clustering with Application to Fraud Detection Yingting Liu Chaochao Chen Jamie Cui L. xilinx Wang Lei Wang 24 0 0 12 Aug 2022
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity Yuexiang Xie Zhen Wang Dawei Gao Daoyuan Chen Liuyi Yao Weirui Kuang Yaliang Li Bolin Ding Jingren Zhou FedML 21 88 0 11 Apr 2022