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When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control

Aug 20, 2020
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Xiaoxi Ji, Alex Liu, Hao Wang, Cheng Hong


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A Hybrid-Domain Framework for Secure Gradient Tree Boosting

May 18, 2020
Wenjing Fang, Chaochao Chen, Jin Tan, Chaofan Yu, Yufei Lu, Li Wang, Lei Wang, Jun Zhou, Alex X


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Secret Sharing based Secure Regressions with Applications

Apr 10, 2020
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang


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Unpack Local Model Interpretation for GBDT

Apr 03, 2020
Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu

* 12 pages, 5 figures 

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Adapted tree boosting for Transfer Learning

Feb 27, 2020
Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu


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