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David Blei
David Blei
Professor of Statistics and Computer Science, Columbia University
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
Latent dirichlet allocation
DM Blei, AY Ng, MI Jordan
Journal of machine Learning research 3 (Jan), 993-1022, 2003
569072003
Probabilistic topic models
DM Blei
Communications of the ACM 55 (4), 77-84, 2012
83672012
Variational inference: A review for statisticians
DM Blei, A Kucukelbir, JD McAuliffe
Journal of the American statistical Association 112 (518), 859-877, 2017
62082017
Sharing clusters among related groups: Hierarchical Dirichlet processes
Y Teh, M Jordan, M Beal, D Blei
Advances in neural information processing systems 17, 2004
55292004
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
39542006
Reading tea leaves: How humans interpret topic models
J Chang, S Gerrish, C Wang, J Boyd-Graber, D Blei
Advances in neural information processing systems 22, 2009
35182009
Stochastic variational inference
MD Hoffman, DM Blei, C Wang, J Paisley
Journal of Machine Learning Research, 2013
32752013
Mixed membership stochastic blockmodels
EM Airoldi, DM Blei, SE Fienberg, EP Xing
Journal of machine learning research 9 (65), 1981-2014, 2008
27242008
A correlated topic model of Science
DM Blei, JD Lafferty
2460*2007
Supervised topic models
J Mcauliffe, D Blei
Advances in neural information processing systems 20, 2007
23522007
Online learning for latent dirichlet allocation
M Hoffman, F Bach, D Blei
advances in neural information processing systems 23, 2010
23362010
Collaborative topic modeling for recommending scientific articles
C Wang, DM Blei
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
21372011
Matching words and pictures
K Barnard, P Duygulu, D Forsyth, N Freitas, DM Blei, MI Jordan
Journal of machine learning research 3 (Feb), 1107-1135, 2003
21212003
Variational inference for Dirichlet process mixtures
DM Blei, MI Jordan
19592006
Topic Models
DM Blei
Text mining/Chapman and Hall/CRC, 2009
16922009
Modeling annotated data
DM Blei, MI Jordan
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
15922003
Hierarchical topic models and the nested Chinese restaurant process
T Griffiths, M Jordan, J Tenenbaum, D Blei
Advances in neural information processing systems 16, 2003
15912003
Black box variational inference
R Ranganath, S Gerrish, D Blei
Artificial intelligence and statistics, 814-822, 2014
14642014
Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of US government arts funding
P DiMaggio, M Nag, D Blei
Poetics 41 (6), 570-606, 2013
14342013
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
14312006
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