Dunson D - Search Results

1

High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections.

Carin L, Hero A 3rd, Lucas J, Dunson D, Chen M, Heñao R, Tibau-Puig A, Zaas A, Woods CW, Ginsburg GS. Carin L, et al. Among authors: dunson d. IEEE Signal Process Mag. 2012 Jan 1;29(1):108-123. doi: 10.1109/MSP.2011.943009. IEEE Signal Process Mag. 2012. PMID: 24678238 Free PMC article. No abstract available.

2

Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.

Blei D, Carin L, Dunson D. Blei D, et al. Among authors: dunson d. IEEE Signal Process Mag. 2010 Nov 1;27(6):55-65. doi: 10.1109/MSP.2010.938079. IEEE Signal Process Mag. 2010. PMID: 25104898 Free PMC article. No abstract available.

3

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.

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

Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements.

Carin L, Baraniuk RG, Cevher V, Dunson D, Jordan MI, Sapiro G, Wakin MB. Carin L, et al. Among authors: dunson d. IEEE Signal Process Mag. 2011 Mar 1;28(2):10.1109/MSP.2010.939733. doi: 10.1109/MSP.2010.939733. IEEE Signal Process Mag. 2011. PMID: 24363544 Free PMC article. No abstract available.

6

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.

7

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.

8

Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images.

Zhou M, Chen H, Paisley J, Ren L, Li L, Xing Z, Dunson D, Sapiro G, Carin L. Zhou M, et al. Among authors: dunson d. IEEE Trans Image Process. 2012 Jan;21(1):130-44. doi: 10.1109/TIP.2011.2160072. Epub 2011 Jun 20. IEEE Trans Image Process. 2012. PMID: 21693421 Free PMC article.

9

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.

10

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.

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