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Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 卷号: 381, 页码: 110-128
Authors:  Yan, Liang;  Zhou, Tao
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Bayesian inverse problems  Multi-fidelity polynomial chaos  Surrogate modeling  Markov chain Monte Carlo  
Multiple Ergodicity For Reversible Markov Chains 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2018, 卷号: 34, 期号: 4, 页码: 863-868
Authors:  Liu, Yuan
Favorite  |  View/Download:7/0  |  Submit date:2018/11/16
Multiple recurrence  reversible Markov chain  
Boolean Gossip Networks 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2018, 卷号: 26, 期号: 1, 页码: 118-130
Authors:  Li, Bo;  Wu, Junfeng;  Qi, Hongsheng;  Proutiere, Alexandre;  Shi, Guodong
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Boolean networks  gossiping process  Markov chains  communication classes  
A discrete-time and finite-state Markov Chain model for association football matches 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2018, 卷号: 47, 期号: 8, 页码: 2476-2485
Authors:  Zou, Qingrong;  Li, Qi;  Guo, Hao;  Shi, Jian
Favorite  |  View/Download:6/0  |  Submit date:2018/10/07
Association football  Discrete-time and finite-state Markov chain  Football outcome forecast  Maximum likelihood  Recursive algorithm  65C20  62M20  60J10  62P25  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
Authors:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
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Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
Maintenance optimization for a Markovian deteriorating system with population heterogeneity 期刊论文
IIE TRANSACTIONS, 2017, 卷号: 49, 期号: 1, 页码: 96-109
Authors:  van Oosterom, Chiel;  Peng, Hao;  van Houtum, Geert-Jan
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Replacement optimization  population heterogeneity  partially observable Markov decision process  optimal policy structure  
QUADRATIC GROWTH CONDITIONS FOR CONVEX MATRIX OPTIMIZATION PROBLEMS ASSOCIATED WITH SPECTRAL FUNCTIONS 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2017, 卷号: 27, 期号: 4, 页码: 2332-2355
Authors:  Cui, Ying;  Ding, Chao;  Zhao, Xinyuan
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matrix optimization  spectral functions  quadratic growth conditions  metric sub regularity  augmented Lagrangian function  fast convergence rates  
The moment exponential stability criterion of nonlinear hybrid stochastic differential equations and its discrete approximations 期刊论文
PROCEEDINGS OF THE ROYAL SOCIETY OF EDINBURGH SECTION A-MATHEMATICS, 2016, 卷号: 146, 期号: 6, 页码: 1303-1328
Authors:  Zong, Xiaofeng;  Wu, Fuke;  Huang, Chengming
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hybrid SDEs  moment exponential stability  Markov chain  Euler-Maruyama approximation  backward Euler-Maruyama approximation  split-step backward Euler-Maruyama approximation  
Multi-period mean variance portfolio selection under incomplete information 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2016, 卷号: 32, 期号: 6, 页码: 753-774
Authors:  Zhang, Ling;  Li, Zhongfei;  Xu, Yunhui;  Li, Yongwu
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hidden Markov chain  regime switching  sufficient statistics  portfolio optimization  
Asymptotic Perturbation Bounds for Probabilistic Model Checking with Empirically Determined Probability Parameters 期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2016, 卷号: 42, 期号: 7, 页码: 623-639
Authors:  Su, Guoxin;  Feng, Yuan;  Chen, Taolue;  Rosenblum, David S.
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Asymptotic perturbation bound  discrete-time Markov chain  numerical iteration  optimization  parametric Markov chain  perturbation analysis  probabilistic model checking  quadratic programming