Dunson D - Search Results

1

Predicting Viral Infection From High-Dimensional Biomarker Trajectories.

Chen M, Zaas A, Woods C, Ginsburg GS, Lucas J, Dunson D, Carin L. Chen M, et al. Among authors: dunson d. J Am Stat Assoc. 2011 Jan 1;106(496):1259-1279. doi: 10.1198/jasa.2011.ap10611. J Am Stat Assoc. 2011. PMID: 23704802 Free PMC article.

2

Bayesian Gaussian Copula Factor Models for Mixed Data.

Murray JS, Dunson DB, Carin L, Lucas JE. Murray JS, et al. J Am Stat Assoc. 2013 Jun 1;108(502):656-665. doi: 10.1080/01621459.2012.762328. J Am Stat Assoc. 2013. PMID: 23990691 Free PMC article.

3

Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies.

Chen B, Chen M, Paisley J, Zaas A, Woods C, Ginsburg GS, Hero A 3rd, Lucas J, Dunson D, Carin L. Chen B, et al. Among authors: dunson d. BMC Bioinformatics. 2010 Nov 9;11:552. doi: 10.1186/1471-2105-11-552. BMC Bioinformatics. 2010. PMID: 21062443 Free PMC article.

4

Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds.

Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Chen M, et al. Among authors: dunson d. IEEE Trans Signal Process. 2010 Dec;58(12):6140-6155. doi: 10.1109/TSP.2010.2070796. IEEE Trans Signal Process. 2010. PMID: 23894225 Free PMC article.

5

Classification with Incomplete Data Using Dirichlet Process Priors.

Wang C, Liao X, Carin L, Dunson DB. Wang C, et al. J Mach Learn Res. 2010 Mar 1;11:3269-3311. J Mach Learn Res. 2010. PMID: 23990757 Free PMC article.

6

Topic Modeling with Nonparametric Markov Tree.

Chen H, Dunson DB, Carin L. Chen H, et al. Proc Int Conf Mach Learn. 2011;2011:377-384. Proc Int Conf Mach Learn. 2011. PMID: 25279387 Free PMC article.

7

Tree-Structured Infinite Sparse Factor Model.

Zhang X, Dunson DB, Carin L. Zhang X, et al. Proc Int Conf Mach Learn. 2011;2011:785-792. Proc Int Conf Mach Learn. 2011. PMID: 25279389 Free PMC article.

8

Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process.

Ding M, He L, Dunson D, Carin L. Ding M, et al. Among authors: dunson d. Bayesian Anal. 2012 Dec 1;7(4):813-840. doi: 10.1214/12-BA727. Bayesian Anal. 2012. PMID: 23741284 Free PMC article.

9

Logistic Stick-Breaking Process.

Ren L, Du L, Carin L, Dunson DB. Ren L, et al. J Mach Learn Res. 2011 Jan;12(Jan):203-239. J Mach Learn Res. 2011. PMID: 25258593 Free PMC article.

10

A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation.

Du L, Ren L, Dunson DB, Carin L. Du L, et al. Adv Neural Inf Process Syst. 2009;2009:486-494. Adv Neural Inf Process Syst. 2009. PMID: 25360065 Free PMC article.

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