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Distribution Estimation of Contaminated Data via DNN-based MoM-GANs


Dec 28, 2022
Fang Xie, Lihu Xu, Qiuran Yao, Huiming Zhang

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Inference and FDR Control for Simulated Ising Models in High-dimension


Feb 11, 2022
Haoyu Wei, Xiaoyu Lei, Huiming Zhang

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* 39 pages 

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Non-Asymptotic Guarantees for Robust Statistical Learning under $(1+\varepsilon)$-th Moment Assumption


Jan 10, 2022
Lihu Xu, Fang Yao, Qiuran Yao, Huiming Zhang

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* 40 pages 

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Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image Segmentation


Oct 22, 2021
Yang Zhang, Moyun Liu, Huiming Zhang, Guodong Sun, Jingwu He

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* 12 pages, 12 figures 

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Directional FDR Control for Sub-Gaussian Sparse GLMs


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

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* 37 pages 

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


Feb 12, 2021
Huiming Zhang, Haoyu Wei

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* 18 pages 

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


Feb 04, 2021
Huiming Zhang, Haoyu Wei

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* 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

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* 10 pages, 6 figures 

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Concentration Inequalities for Statistical Inference


Nov 04, 2020
Huiming Zhang, Song Xi Chen

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* 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

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* 24 pages 

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