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Yiyuan She

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Slow Kill for Big Data Learning

May 02, 2023
Yiyuan She, Jianhui Shen, Adrian Barbu

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Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction

Dec 17, 2021
Yiyuan She, Jiahui Shen, Chao Zhang

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Analysis of Generalized Bregman Surrogate Algorithms for Nonsmooth Nonconvex Statistical Learning

Dec 16, 2021
Yiyuan She, Zhifeng Wang, Jiuwu Jin

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Gaining Outlier Resistance with Progressive Quantiles: Fast Algorithms and Theoretical Studies

Dec 15, 2021
Yiyuan She, Zhifeng Wang, Jiahui Shen

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Training Efficient Network Architecture and Weights via Direct Sparsity Control

Feb 11, 2020
Yangzi Guo, Yiyuan She, Adrian Barbu

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On Cross-validation for Sparse Reduced Rank Regression

Dec 30, 2018
Yiyuan She, Hoang Tran

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Iterative proportional scaling revisited: a modern optimization perspective

Jul 02, 2018
Yiyuan She, Shao Tang

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Group Regularized Estimation under Structural Hierarchy

Nov 08, 2016
Yiyuan She, Zhifeng Wang, He Jiang

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Indirect Gaussian Graph Learning beyond Gaussianity

Oct 25, 2016
Yiyuan She, Shao Tang, Qiaoya Zhang

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Selective Factor Extraction in High Dimensions

Oct 25, 2016
Yiyuan She

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