Zemin Zheng

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Graphical Models

Measurement Error

Top Venues

J. Mach. Learn. Res.

J. Multivar. Anal.

Comput. Stat. Data Anal.

Publications

Zemin Zheng, Jie Zhang, Yang Li
-Regularized Learning for High-Dimensional Additive Hazards Regression. INFORMS J. Comput. 34 (5) (2022)
Jia Zhou, Yang Li, Zemin Zheng, Daoji Li
Reproducible learning in large-scale graphical models. J. Multivar. Anal. 189 (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)
Zemin Zheng, Jinchi Lv, Wei Lin
Nonsparse Learning with Latent Variables. Oper. Res. 69 (1) (2021)
Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix. CoRR (2020)
Zemin Zheng, Haiyu Shi, Yang Li, Hui Yuan
Uniform joint screening for ultra-high dimensional graphical models. J. Multivar. Anal. 179 (2020)
Jie Wu, Zemin Zheng, Yang Li, Yi Zhang
Scalable interpretable learning for multi-response error-in-variables regression. J. Multivar. Anal. 179 (2020)
Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv
Scalable Interpretable Multi-Response Regression via SEED. J. Mach. Learn. Res. 20 (2019)
Zemin Zheng, Yang Li, Chongxiu Yu, Gaorong Li
Balanced estimation for high-dimensional measurement error models. Comput. Stat. Data Anal. 126 (2018)
Zemin Zheng, Jia Zhou, Xiao Guo, Daoji Li
Recovering the Graphical Structures via Knockoffs. IIKI (2017)
Zemin Zheng, Jiarui Zhang, Yinfei Kong, Yaohua Wu
Scalable Inference for Massive Data. IIKI (2017)
Yinfei Kong, Zemin Zheng, Jinchi Lv
The Constrained Dantzig Selector with Enhanced Consistency. J. Mach. Learn. Res. 17 (2016)