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Directional FDR Control for Sub-Gaussian Sparse GLMs


May 02, 2021
Chang Cui, Jinzhu Jia, Yijun Xiao, Huiming Zhang

* 37 pages 

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Sharper Sub-Weibull Concentrations: Non-asymptotic Bai-Yin Theorem


Feb 12, 2021
Huiming Zhang, Haoyu Wei

* 18 pages 

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Sharper Sub-Weibull Concentrations: Non-asymptotic Bai-Yin's Theorem


Feb 04, 2021
Huiming Zhang, Haoyu Wei

* 18 pages 

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A Unified Light Framework for Real-time Fault Detection of Freight Train Images


Jan 31, 2021
Yang Zhang, Moyun Liu, Yang Yang, Yanwen Guo, Huiming Zhang

* 10 pages, 6 figures 

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Concentration Inequalities for Statistical Inference


Nov 04, 2020
Huiming Zhang, Song Xi Chen

* 55 pages. Invited review paper 

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Non-asymptotic Optimal Prediction Error for RKHS-based Partially Functional Linear Models


Sep 10, 2020
Xiaoyu Lei, Huiming Zhang

* 24 pages 

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Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization


Sep 06, 2020
Zhiwen Zuo, Qijiang Xu, Huiming Zhang, Zhizhong Wang, Haibo Chen, Ailin Li, Lei Zhao, Wei Xing, Dongming Lu


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Weighted Lasso Estimates for Sparse Logistic Regression: Non-asymptotic Properties with Measurement Error


Jun 11, 2020
Huamei Huang, Yujing Gao, Huiming Zhang, Bo Li

* 24 pages, 6 tables. Accepted by Acta Mathematica Scientia 

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Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data


May 21, 2020
Jun Yu, HaiYing Wang, Mingyao Ai, Huiming Zhang


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Sparse Density Estimation with Measurement Errors


Nov 14, 2019
Xiaowei Yang, Huiming Zhang, Haoyu Wei, Shouzheng Zhang

* 32 pages, 4 figures 

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Elastic-net regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signals Detection


Jan 26, 2018
Huiming Zhang, Jinzhu Jia

* 43 pages 

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