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正则化深度神经网络稳定点的统计理论研究 Project
项目编号: UICR0600058, 2024-
Leaders:  谢芳
Favorite  |  View/Download：3/0  |  Submit date：2025/03/18
基于深度神经网络的MoM- GAN方法估计污染数据的分布 Project
项目编号: UICR0400015-22, 2023-
Leaders:  谢芳
Favorite  |  View/Download：4/0  |  Submit date：2022/11/21
Statistical guarantees for regularized neural networks Journal article
Neural Networks,2021, volume: 142, pages: 148-161
Authors:  Taheri, Mahsa;  Xie, Fang;  Lederer, Johannes
Favorite  |  View/Download：2/0  |  Submit date：2022/05/31
Tuning-free ridge estimators for high-dimensional generalized linear models Journal article
Computational Statistics and Data Analysis,2021, volume: 159
Authors:  Huang, Shih Ting;  Xie, Fang;  Lederer, Johannes
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Consistency of ℓ1 penalized negative binomial regressions Journal article
Statistics and Probability Letters,2020, volume: 165
Authors:  Xie, Fang;  Xiao, Zhijie
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Sparse poisson regression with penalized weighted score function Journal article
Electronic Journal of Statistics,2019, volume: 13, issue: 2, pages: 2898-2920
Authors:  Jia, Jinzhu;  Xie, Fang;  Xu, Lihu
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Square-Root LASSO for High-Dimensional Sparse Linear Systems with Weakly Dependent Errors Journal article
Journal of Time Series Analysis,2018, volume: 39, issue: 2, pages: 212-238
Authors:  Xie, Fang;  Xiao, Zhijie
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Lasso for sparse linear regression with exponentially β-mixing errors Journal article
Statistics and Probability Letters,2017, volume: 125, pages: 64-70
Authors:  Xie, Fang;  Xu, Lihu;  Yang, Youcai
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Orthogonality and D-optimality of the U-type design under general Fourier regression models Journal article
Statistics and Probability Letters,2007, volume: 77, issue: 12, pages: 1377-1384
Authors:  Xie, Minyu;  Ning, Jianhui;  Fang, Kaitai
Favorite  |  View/Download：8/0  |  Submit date：2021/04/23
Admissibility and minimaxity of the uniform design measure in nonparametric regression model Journal article
Journal of Statistical Planning and Inference,2000, volume: 83, issue: 1, pages: 101-111
Authors:  Xie, Minyu;  Fang, Kaitai
Favorite  |  View/Download：3/0  |  Submit date：2021/05/13