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Stein variational gradient descent with local approximations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：103/0  |  提交时间：2022/04/02
Stein variational gradient decent  Bayesian inference  Deep learning  Local approximation  
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
作者:  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载：185/0  |  提交时间：2021/04/26
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  
A survey and systematic assessment of computational methods for drug response prediction 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
作者:  Chen, Jinyu;  Zhang, Louxin
收藏  |  浏览/下载：187/0  |  提交时间：2021/06/01
Drug response prediction  regression model  low rank matrix factorization based approach  Bayesian inference  deep learning  benchmark  
The heterogeneous effect of socioeconomic driving factors on PM2.5 in China's 30 province-level administrative regions: Evidence from Bayesian hierarchical spatial quantile regression 期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 264, 页码: 10
作者:  Zou, Qingrong;  Shi, Jian
收藏  |  浏览/下载：126/0  |  提交时间：2020/09/23
Quantile regression  Spatial method  Bayesian inference  PM2.5 pollution  Socioeconomic factors  
A Bayesian In-Play Prediction Model for Association Football Outcomes 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 8, 页码: 18
作者:  Zou, Qingrong;  Song, Kai;  Shi, Jian
收藏  |  浏览/下载：136/0  |  提交时间：2020/06/30
bayesian inference  point process model  in-play prediction  betting market  adjusting forecast  association football  
PREDICTION BASED ON THE KENNEDY-O'HAGAN CALIBRATION MODEL: ASYMPTOTIC CONSISTENCY AND OTHER PROPERTIES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 743-759
作者:  Tuo, Rui;  Wu, C. F. Jeff
收藏  |  浏览/下载：145/0  |  提交时间：2019/01/11
Bayesian inference  computer experiments  kriging  
MSIQ: JOINT MODELING OF MULTIPLE RNA-SEQ SAMPLES FOR ACCURATE ISOFORM QUANTIFICATION 期刊论文
ANNALS OF APPLIED STATISTICS, 2018, 卷号: 12, 期号: 1, 页码: 510-539
作者:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
收藏  |  浏览/下载：193/0  |  提交时间：2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity  
Efficient estimation of seemingly unrelated additive nonparametric regression models 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2013, 卷号: 26, 期号: 4, 页码: 595-608
作者:  Yuan Yuan;  You Jinhong;  Zhou Yong
收藏  |  浏览/下载：106/0  |  提交时间：2021/01/14
BAYESIAN-INFERENCE  CONSISTENCY  Additive structure  asymptotic normality  nonparametric modelling  polynomial spline  seemingly unrelated regression  two-stage estimation  
Nonconjugate Bayesian regression on many variables 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2002, 卷号: 103, 期号: 1-2, 页码: 245-261
作者:  Fang, BQ;  Dawid, A
收藏  |  浏览/下载：86/0  |  提交时间：2018/07/30
regression  Bayesian inference  nonconjugate prior  indeterminism  
CONJUGATE BAYES DISCRIMINATION WITH INFINITELY MANY VARIABLES 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 1992, 卷号: 41, 期号: 1, 页码: 27-42
作者:  DAWID, AP;  FANG, BQ
收藏  |  浏览/下载：71/0  |  提交时间：2018/07/30
DISCRIMINATION  BAYESIAN INFERENCE  CONJUGATE PRIOR  NORMAL INVERTED WISHART DISTRIBUTION  PREDICTIVE DISTRIBUTION  DETERMINISM