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



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



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



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



Wenjing Fang , Jun Zhou , Xiaolong Li , Kenny Q. Zhu

* 12 pages, 5 figures 

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Adapted tree boosting for Transfer Learning



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


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