Ruipeng Dong

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Multinomial Logistic Regression

Dimensionality Reduction

Subset Selection

Support Vector Machine

Top Venues

J. Mach. Learn. Res.

Comput. Stat. Data Anal.

Publications

Yan Chen, Ruipeng Dong, Canhong Wen
Communication-efficient estimation for distributed subset selection. Stat. Comput. 33 (6) (2023)
Canhong Wen, Zhenduo Li, Ruipeng Dong, Yijin Ni, Wenliang Pan
Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic Regression. INFORMS J. Comput. 35 (5) (2023)
Canhong Wen, Ruipeng Dong, Xueqin Wang, Weiyu Li, Heping Zhang
Best Subset Selection in Reduced Rank Regression. CoRR (2022)
Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng
Fast Stagewise Sparse Factor Regression. J. Mach. Learn. Res. 23 (2022)
Ruipeng Dong, Daoji Li, Zemin Zheng
Parallel integrative learning for large-scale multi-response regression with incomplete outcomes. Comput. Stat. Data Anal. 160 (2021)
Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix. CoRR (2020)
Ruipeng Dong, Hua Meng, Zhiguo Long, Hailiang Zhao
Dimensionality reduction by soft-margin support vector machine. ICA (2017)