David Meir Blei

Affiliations: 
2004 University of California, Berkeley, Berkeley, CA 
 2006-2014 Princeton University, Princeton, NJ 
 2014- Computer Science Columbia University, New York, NY 
Area:
Statistical Machine Learning, Topic Models, Scalable Bayesian Computation
Website:
http://www.cs.columbia.edu/~blei/
Google:
"David Blei"
Mean distance: 14.44 (cluster 29)
 
SNBCP
Cross-listing: Computer Science Tree

Parents

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Michael I. Jordan grad student 2004 UC Berkeley
 (Probabilistic models of text and images.)
John Lafferty post-doc Carnegie Mellon

Children

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Jordan Boyd-Graber grad student 2010 Princeton
Sean M. Gerrish grad student 2013 Princeton
Prem K. Gopalan grad student 2015 Princeton
Jeremy R. Manning post-doc 2011-2015 Princeton
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Publications

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Gerow A, Hu Y, Boyd-Graber J, et al. (2018) Measuring discursive influence across scholarship. Proceedings of the National Academy of Sciences of the United States of America
Manning JR, Zhu X, Willke TL, et al. (2018) A probabilistic approach to discovering dynamic full-brain functional connectivity patterns. Neuroimage
Gopalan P, Hao W, Blei DM, et al. (2016) Scaling probabilistic models of genetic variation to millions of humans. Nature Genetics
Gershman SJ, Frazier PI, Blei DM. (2015) Distance Dependent Infinite Latent Feature Models. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 334-45
Paisley J, Wang C, Blei DM, et al. (2015) Nested Hierarchical Dirichlet Processes. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 256-70
Mimno D, Blei DM, Engelhardt BE. (2015) Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure. Proceedings of the National Academy of Sciences of the United States of America. 112: E3441-50
Schein A, Paisley J, Blei DM, et al. (2015) Bayesian Poisson tensor factorization for inferring multilateral relations from sparse dyadic event counts Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 1045-1054
Gershman SJ, Frazier PI, Blei DM. (2015) Distance dependent infinite latent feature models Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 334-345
Paisley J, Wang C, Blei DM, et al. (2015) Nested hierarchical dirichlet processes Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 256-270
Mimno D, Blei DM, Engelhardt BE. (2015) Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure Proceedings of the National Academy of Sciences of the United States of America. 112: E3441-E3450
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