Matrix-Variate Dirichlet Process Priors with Applications

Zhihua Zhang; Dakan Wang; Guang Dai; Michael I. Jordan

doi:10.1214/13-ba853

Matrix-Variate Dirichlet Process Priors with Applications

Bayesian Analysis ◽

10.1214/13-ba853 ◽

2014 ◽

Vol 9 (2) ◽

pp. 259-286

Author(s):

Zhihua Zhang ◽

Dakan Wang ◽

Guang Dai ◽

Michael I. Jordan

Keyword(s):

Dirichlet Process ◽

Dirichlet Process Priors

Download Full-text

Generative Supervised Classification Using Dirichlet Process Priors

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2010.21 ◽

2010 ◽

Vol 32 (10) ◽

pp. 1781-1794 ◽

Cited By ~ 7

Author(s):

M Davy ◽

J.-Y Tourneret

Keyword(s):

Dirichlet Process ◽

Supervised Classification ◽

Dirichlet Process Priors

Download Full-text

Multi-task compressive sensing with Dirichlet process priors

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390253 ◽

2008 ◽

Cited By ~ 20

Author(s):

Yuting Qi ◽

Dehong Liu ◽

David Dunson ◽

Lawrence Carin

Keyword(s):

Compressive Sensing ◽

Dirichlet Process ◽

Dirichlet Process Priors

Download Full-text

Flexible shrinkage estimation of subgroup effects through Dirichlet process priors

Journal of Biopharmaceutical Statistics ◽

10.1080/10543406.2016.1226327 ◽

2016 ◽

Vol 26 (6) ◽

pp. 1040-1055 ◽

Cited By ~ 8

Author(s):

Margaret Gamalo-Siebers ◽

Ram Tiwari ◽

Lisa LaVange

Keyword(s):

Dirichlet Process ◽

Shrinkage Estimation ◽

Dirichlet Process Priors ◽

Subgroup Effects

Download Full-text

Semiparametric Bayesian Small Area Estimation Based on Dirichlet Process Priors

Springer Proceedings in Mathematics & Statistics - Topics in Nonparametric Statistics ◽

10.1007/978-1-4939-0569-0_24 ◽

2014 ◽

pp. 259-269

Author(s):

Silvia Polettini

Keyword(s):

Dirichlet Process ◽

Small Area ◽

Small Area Estimation ◽

Area Estimation ◽

Dirichlet Process Priors

Download Full-text

Modeling severity of motorcycle crashes with Dirichlet process priors

Journal of Transportation Safety & Security ◽

10.1080/19439962.2020.1738613 ◽

2020 ◽

pp. 1-22

Author(s):

Angela E. Kitali ◽

Emmanuel Kidando ◽

Priyanka Alluri ◽

Thobias Sando ◽

Jimoku Hinda Salum

Keyword(s):

Dirichlet Process ◽

Dirichlet Process Priors ◽

Motorcycle Crashes

Download Full-text

Estimation of Dirichlet process priors with monotone missing data

Journal of Nonparametric Statistics ◽

10.1080/10485252.2013.804074 ◽

2013 ◽

Vol 25 (4) ◽

pp. 787-807 ◽

Cited By ~ 2

Author(s):

Lei Yang ◽

Xianyi Wu

Keyword(s):

Missing Data ◽

Dirichlet Process ◽

Dirichlet Process Priors

Download Full-text

Bayesian common spatial patterns with Dirichlet process priors for multi-subject EEG classification

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252554 ◽

2012 ◽

Cited By ~ 8

Author(s):

Hyohyeong Kang ◽

Seungjin Choi

Keyword(s):

Spatial Patterns ◽

Dirichlet Process ◽

Eeg Classification ◽

Common Spatial Patterns ◽

Dirichlet Process Priors

Download Full-text

Bayesian Neural Networks with Dependent Dirichlet Process Priors. Application to Pairs Trading

ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH ◽

10.24818/18423264/52.4.18.01 ◽

2018 ◽

Vol 52 (4/2018) ◽

pp. 5-18

Author(s):

RUXANDA GHEORGHE ◽

OPINCARIU SORIN

Keyword(s):

Neural Networks ◽

Dirichlet Process ◽

Pairs Trading ◽

Bayesian Neural Networks ◽

Dirichlet Process Priors ◽

Dependent Dirichlet Process

Download Full-text

Bayesian Multiple Comparisons Using Dirichlet Process Priors

Journal of the American Statistical Association ◽

10.1080/01621459.1998.10473774 ◽

1998 ◽

Vol 93 (443) ◽

pp. 1130-1139 ◽

Cited By ~ 32

Author(s):

Ramanan Gopalan ◽

Donald A. Berry

Keyword(s):

Dirichlet Process ◽

Multiple Comparisons ◽

Dirichlet Process Priors

Download Full-text

The chi-square divergence measure in random sampling with dirichlet process priors

Information Sciences ◽

10.1016/0020-0255(91)90015-m ◽

1991 ◽

Vol 55 (1-3) ◽

pp. 239-249

Author(s):

Domingo Morales ◽

Leandro Pardo ◽

Vicente Quesada

Keyword(s):

Random Sampling ◽

Dirichlet Process ◽

Divergence Measure ◽

Chi Square ◽

Dirichlet Process Priors

Download Full-text