Format
Sort by
Items per page

Send to

Choose Destination

Search results

Items: 16

1.

De novo gene signature identification from single-cell RNA-seq with hierarchical Poisson factorization.

Levitin HM, Yuan J, Cheng YL, Ruiz FJ, Bush EC, Bruce JN, Canoll P, Iavarone A, Lasorella A, Blei DM, Sims PA.

Mol Syst Biol. 2019 Feb 22;15(2):e8557. doi: 10.15252/msb.20188557.

2.

Readmission prediction via deep contextual embedding of clinical concepts.

Xiao C, Ma T, Dieng AB, Blei DM, Wang F.

PLoS One. 2018 Apr 9;13(4):e0195024. doi: 10.1371/journal.pone.0195024. eCollection 2018.

3.

Measuring discursive influence across scholarship.

Gerow A, Hu Y, Boyd-Graber J, Blei DM, Evans JA.

Proc Natl Acad Sci U S A. 2018 Mar 27;115(13):3308-3313. doi: 10.1073/pnas.1719792115. Epub 2018 Mar 12.

4.

A probabilistic approach to discovering dynamic full-brain functional connectivity patterns.

Manning JR, Zhu X, Willke TL, Ranganath R, Stachenfeld K, Hasson U, Blei DM, Norman KA.

Neuroimage. 2018 Oct 15;180(Pt A):243-252. doi: 10.1016/j.neuroimage.2018.01.071. Epub 2018 Feb 12. Review.

PMID:
29448074
5.

Science and data science.

Blei DM, Smyth P.

Proc Natl Acad Sci U S A. 2017 Aug 7. pii: 201702076. doi: 10.1073/pnas.1702076114. [Epub ahead of print]

6.

Scaling probabilistic models of genetic variation to millions of humans.

Gopalan P, Hao W, Blei DM, Storey JD.

Nat Genet. 2016 Dec;48(12):1587-1590. doi: 10.1038/ng.3710. Epub 2016 Nov 7.

7.

Distance Dependent Infinite Latent Feature Models.

Gershman SJ, Frazier PI, Blei DM.

IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):334-45. doi: 10.1109/TPAMI.2014.2321387.

PMID:
26353245
8.

Nested Hierarchical Dirichlet Processes.

Paisley J, Wang C, Blei DM, Jordan MI.

IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):256-70. doi: 10.1109/TPAMI.2014.2318728.

PMID:
26353240
9.

Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure.

Mimno D, Blei DM, Engelhardt BE.

Proc Natl Acad Sci U S A. 2015 Jun 30;112(26):E3441-50. doi: 10.1073/pnas.1412301112. Epub 2015 Jun 12.

10.

Topographic factor analysis: a Bayesian model for inferring brain networks from neural data.

Manning JR, Ranganath R, Norman KA, Blei DM.

PLoS One. 2014 May 7;9(5):e94914. doi: 10.1371/journal.pone.0094914. eCollection 2014.

11.

Decomposing spatiotemporal brain patterns into topographic latent sources.

Gershman SJ, Blei DM, Norman KA, Sederberg PB.

Neuroimage. 2014 Sep;98:91-102. doi: 10.1016/j.neuroimage.2014.04.055. Epub 2014 Apr 30.

12.

Efficient discovery of overlapping communities in massive networks.

Gopalan PK, Blei DM.

Proc Natl Acad Sci U S A. 2013 Sep 3;110(36):14534-9. doi: 10.1073/pnas.1221839110. Epub 2013 Aug 15.

13.

A topographic latent source model for fMRI data.

Gershman SJ, Blei DM, Pereira F, Norman KA.

Neuroimage. 2011 Jul 1;57(1):89-100. doi: 10.1016/j.neuroimage.2011.04.042. Epub 2011 Apr 28.

14.

Context, learning, and extinction.

Gershman SJ, Blei DM, Niv Y.

Psychol Rev. 2010 Jan;117(1):197-209. doi: 10.1037/a0017808. Review.

PMID:
20063968
15.

Mixed Membership Stochastic Blockmodels.

Airoldi EM, Blei DM, Fienberg SE, Xing EP.

J Mach Learn Res. 2008 Sep;9:1981-2014.

16.

Supplemental Content

Support Center