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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
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Bayesian method  Matrix decomposition  Maximum a posterior  Mixture of Gaussians  
Bias-corrected Kullback-Leibler distance criterion based model selection with covariables missing at random 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 卷号: 160, 页码: 18
Authors:  Wei, Yuting;  Wang, Qihua;  Duan, Xiaogang;  Qin, Jing
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Pseudo empirical likelihood  Missing covariates  Bias correction  
Reusability report: Compressing regulatory networks to vectors for interpreting gene expression and genetic variants 期刊论文
NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 7, 页码: 576-580
Authors:  Zeng, Wanwen;  Xin, Jingxue;  Jiang, Rui;  Wang, Yong
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Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
Authors:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
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Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality  
Entangled state generation via quantum walks with multiple coins 期刊论文
NPJ QUANTUM INFORMATION, 2021, 卷号: 7, 期号: 1, 页码: 8
Authors:  Li, Meng;  Shang, Yun
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A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 2676-2686
Authors:  Gu, Haibo;  Wang, Xiong;  Liu, Kexin;  Lu, Jinhu
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Synchronization  Protocols  Stochastic processes  Artificial neural networks  Adaptive systems  Perturbation methods  Complex dynamical network  Lyapunov function  networked system  stochastic perturbation  synchronization  
Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2021, 卷号: 68, 期号: 5, 页码: 2060-2068
Authors:  Liu, Jiaqi;  Li, Xuerong;  Lu, Linyuan;  Dong, Jichang;  Lu, Jinhu
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Venture capital  Investment  Complex networks  Companies  Industries  Technological innovation  Data models  Venture capital  co-investment network  investment performance  investment behavior  
hReg-CNCC reconstructs a regulatory network in human cranial neural crest cells and annotates variants in a developmental context 期刊论文
COMMUNICATIONS BIOLOGY, 2021, 卷号: 4, 期号: 1, 页码: 16
Authors:  Feng, Zhanying;  Duren, Zhana;  Xiong, Ziyi;  Wang, Sijia;  Liu, Fan;  Wong, Wing Hung;  Wang, Yong
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Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
Authors:  Zhang, Chihao;  Zhang, Shihua
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Matrix decomposition  Bayes methods  Data integration  Inference algorithms  Data models  Data mining  Gaussian distribution  Bayesian methods  matrix decomposition  data integration  variational Bayesian inference  maximum a posterior  
Cross-validation-based model averaging in linear models with response missing at random 期刊论文
STATISTICS & PROBABILITY LETTERS, 2021, 卷号: 171, 页码: 6
Authors:  Wei, Yuting;  Wang, Qihua
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Missing responses  Model averaging  Cross-validation  Asymptotic optimality