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Robust Bayesian matrix decomposition with mixture of Gaussian noise 期刊论文
NEUROCOMPUTING, 2021, 卷号: 449, 页码: 108-116
Authors:  Wang, Haohui;  Zhang, Chihao;  Zhang, Shihua
Favorite  |  View/Download:11/0  |  Submit date:2021/10/26
Bayesian method  Matrix decomposition  Maximum a posterior  Mixture of Gaussians  
Testing High-Dimensional Nonparametric Behrens-Fisher Problem 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
Authors:  Meng, Zhen;  Li, Na;  Yuan, Ao
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Cauchy combination test  nonparametric Behrens-Fisher problem  rank-based test  U-statistic  
A General Framework for Nonparametric Identification of Nonlinear Stochastic Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 6, 页码: 2449-2464
Authors:  Zhao, Wenxiao;  Weyer, Erik;  Yin, George
Favorite  |  View/Download:5/0  |  Submit date:2021/10/26
Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  identification  stochastic approximation  strong consistency  
Matrix optimization based Euclidean embedding with outliers 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 卷号: 79, 期号: 2, 页码: 235-271
Authors:  Zhang, Qian;  Zhao, Xinyuan;  Ding, Chao
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Euclidean embedding  Outliers  Matrix optimizationg  Low-rank matrix  Error bound  
Robust Ellipse Fitting Using Hierarchical Gaussian Mixture Models 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 3828-3843
Authors:  Zhao, Mingyang;  Jia, Xiaohong;  Fan, Lubin;  Liang, Yuan;  Yan, Dong-Ming
Favorite  |  View/Download:13/0  |  Submit date:2021/06/01
Kernel  Robustness  Optimization  Gaussian mixture model  Bandwidth  Two dimensional displays  Transforms  Ellipse fitting  GMM  HGMM  RANSAC  outlier  noise  robust statistic  
A rank-based approach to estimating monotone individualized two treatment regimes 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 151, 页码: 12
Authors:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
Favorite  |  View/Download:54/0  |  Submit date:2020/09/23
Generalized regression  Individualized treatment rule  Outlier  Personalized medicine  Rank correlation  
Robust Reconstruction of Continuously Time-Varying Topologies of Weighted Networks 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2018, 卷号: 65, 期号: 9, 页码: 2970-2982
Authors:  Liu, Juan;  Mei, Guofeng;  Wu, Xiaoqun;  Lu, Jinhu
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Time-varying and state-dependent network topology  structure reconstruction  Taylor expansion  alternating direction method of multipliers (ADMM)  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
Authors:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
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Convex hull decomposition  kernel  online classification  projection  
Robust functional sliced inverse regression 期刊论文
STATISTICAL PAPERS, 2017, 卷号: 58, 期号: 1, 页码: 227-245
Authors:  Wang, Guochang;  Zhou, Jianjun;  Wu, Wuqing;  Chen, Min
Favorite  |  View/Download:43/0  |  Submit date:2018/07/30
Dimension reduction  Functional regression  Functional sliced inverse regression  Robustness  
forecastingcontainerthroughputofqingdaoportwithahybridmodel 期刊论文
journalofsystemsscienceandcomplexity, 2015, 卷号: 28, 期号: 1, 页码: 105
Authors:  Huang Anqiang;  Lai Kinkeung;  Li Yinhua;  Wang Shouyang
Favorite  |  View/Download:7/0  |  Submit date:2020/01/10