Zemin Zheng

According to our database, Zemin Zheng authored at least 16 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Personalized federated learning on large-scale association networks.

Letian Li, Runlin Zhou, Zemin Zheng

Stat. Comput., October, 2025

SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses.

Zemin Zheng, Xin Zhou, Jinchi Lv

CoRR, April, 2025

Robust Parallel Pursuit for Large-Scale Association Network Learning.

Wenhui Li, Xin Zhou, Ruipeng Dong, Zemin Zheng

INFORMS J. Comput., 2025

2022

Reproducible learning in large-scale graphical models.

Jia Zhou, Yang Li, Zemin Zheng, Daoji Li

J. Multivar. Anal., 2022

Fast Stagewise Sparse Factor Regression.

Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng

J. Mach. Learn. Res., 2022

<i>L</i>₀-Regularized Learning for High-Dimensional Additive Hazards Regression.

Zemin Zheng, Jie Zhang, Yang Li

INFORMS J. Comput., 2022

2021

Nonsparse Learning with Latent Variables.

Zemin Zheng, Jinchi Lv, Wei Lin

Oper. Res., 2021

Parallel integrative learning for large-scale multi-response regression with incomplete outcomes.

Ruipeng Dong, Daoji Li, Zemin Zheng

Comput. Stat. Data Anal., 2021

2020

Uniform joint screening for ultra-high dimensional graphical models.

Zemin Zheng, Haiyu Shi, Yang Li, Hui Yuan

J. Multivar. Anal., 2020

Scalable interpretable learning for multi-response error-in-variables regression.

Jie Wu, Zemin Zheng, Yang Li, Yi Zhang

J. Multivar. Anal., 2020

Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix.

Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng

CoRR, 2020

2019

Scalable Interpretable Multi-Response Regression via SEED.

Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv

J. Mach. Learn. Res., 2019

2018

Balanced estimation for high-dimensional measurement error models.

Zemin Zheng, Yang Li, Chongxiu Yu, Gaorong Li

Comput. Stat. Data Anal., 2018

2017

Scalable Inference for Massive Data.

Zemin Zheng, Jiarui Zhang, Yinfei Kong, Yaohua Wu

Proceedings of the 2017 International Conference on Identification, 2017

Recovering the Graphical Structures via Knockoffs.

Zemin Zheng, Jia Zhou, Xiao Guo, Daoji Li

Proceedings of the 2017 International Conference on Identification, 2017

2016

The Constrained Dantzig Selector with Enhanced Consistency.

Yinfei Kong, Zemin Zheng, Jinchi Lv

J. Mach. Learn. Res., 2016