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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Kernel reconstruction learning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 1-10
Authors:
Wu, Yun
;
Xiong, Shifeng
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View/Download:57/0
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Submit date:2023/02/07
Kernel method
Representer theorem
Interpolation
Classification
Density estimation
Sequential algorithm
Unweighted estimation based on optimal sample under measurement constraints
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 19
Authors:
Wang, Jing
;
Wang, HaiYing
;
Xiong, Shifeng
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View/Download:35/0
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Submit date:2023/02/07
Generalized linear models
massive data
martingale central limit theorem
On construction of prediction intervals for heteroscedastic regression
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 26
Authors:
Wu, Yun
;
Xiong, Shifeng
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View/Download:26/0
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Submit date:2023/02/07
Interpolation
Kernel method
Large data
Reconstruction parameterization
Adaptive subsample estimation for multivariate normal distributions
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 8
Authors:
Wu, Xi
;
Mu, Weiyan
;
Xiong, Shifeng
;
Li, Xinmin
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View/Download:110/0
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Submit date:2022/04/29
Kolmogorov-Smirnov statistic
Minimum covariance determinant
Minimum distance estimation
Robust estimation
Subsample selection
Statistical estimation in passenger-to-train assignment models based on automated data
期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2021, 页码: 21
Authors:
Xiong, Shifeng
;
Li, Chunya
;
Sun, Xuan
;
Qin, Yong
;
Wu, Chien-Fu Jeff
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View/Download:89/0
  |  
Submit date:2022/04/02
EM algorithm
Gaussian process interpolation
nonparametric density estimation
passenger flow
spline
Linear screening for high-dimensional computer experiments
期刊论文
STAT, 2021, 卷号: 10, 期号: 1, 页码: 9
Authors:
Li, Chunya
;
Chen, Daijun
;
Xiong, Shifeng
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View/Download:75/0
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Submit date:2022/04/02
best linear approximation
best subset regression
nonlinear model
sure independence screening
A sequential design strategy for integrating low-accuracy and high-accuracy computer experiments
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 页码: 8
Authors:
Li, Xinmin
;
Wang, Xiao
;
Xiong, Shifeng
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View/Download:115/0
  |  
Submit date:2021/04/26
Gaussian process model
Multi-fidelity
Optimal design
Space-filling design
Bayesian integrative analysis for multi-fidelity computer experiments
期刊论文
JOURNAL OF APPLIED STATISTICS, 2019, 卷号: 46, 期号: 11, 页码: 1973-1987
Authors:
Wei, Yunfei
;
Xiong, Shifeng
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View/Download:148/0
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Submit date:2020/01/10
Correlated priors
Gaussian process
Kriging
penalization
uncertainty quantification
Personalized optimization and its implementation in computer experiments
期刊论文
IISE TRANSACTIONS, 2019, 页码: 9
Authors:
Xiong, Shifeng
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View/Download:141/0
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Submit date:2020/01/10
Environmental variable
expected improvement
Kriging
personalized decision
robust optimization
sequential design
Some Notes on Concordance between Optimization and Statistics
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 页码: 6
Authors:
Mu, Weiyan
;
Wei, Qiuyue
;
Xiong, Shifeng
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View/Download:131/0
  |  
Submit date:2019/03/05