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

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

Children

Sign in to add trainee
Jordan Boyd-Graber grad student 2010 Princeton
Sean M. Gerrish grad student 2013 Princeton
Prem K. Gopalan grad student 2015 Princeton
Adji Bousso Dieng grad student 2020 Columbia (Computer Science Tree)
Jeremy R. Manning post-doc 2011-2015 Princeton
BETA: Related publications

Publications

You can help our author matching system! If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect.

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
Polatkan G, Zhou M, Carin L, et al. (2015) A Bayesian Nonparametric Approach to Image Super-Resolution. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 346-58
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
Perotte A, Ranganath R, Hirsch JS, et al. (2015) Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis. Journal of the American Medical Informatics Association : Jamia. 22: 872-80
Chaney AJB, Blei DM, Eliassi-Rad T. (2015) A probabilistic model for using social networks in personalized item recommendation Recsys 2015 - Proceedings of the 9th Acm Conference On Recommender Systems. 43-50
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
See more...