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cs.LG2019★ 2 cited
SecureGBM: Secure Multi-Party Gradient Boosting
Zhi Fengy, Haoyi Xiong, Chuanyuan Song +7
Federated machine learning systems have been widely used to facilitate the joint data analytics across the distributed datasets owned by the different parties that do not trust eac…
cs.LG2016
Improving Covariance-Regularized Discriminant Analysis for EHR-based Predictive Analytics of Diseases
Sijia Yang, Haoyi Xiong, Kaibo Xu +3
Linear Discriminant Analysis (LDA) is a well-known technique for feature extraction and dimension reduction. The performance of classical LDA, however, significantly degrades on th…