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David Blei
David Blei
Professor of Statistics and Computer Science, Columbia University
Bestätigte E-Mail-Adresse bei columbia.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Latent dirichlet allocation
DM Blei, AY Ng, MI Jordan
Journal of machine Learning research 3 (Jan), 993-1022, 2003
571492003
Probabilistic topic models
DM Blei
Communications of the ACM 55 (4), 77-84, 2012
83292012
Variational inference: A review for statisticians
DM Blei, A Kucukelbir, JD McAuliffe
Journal of the American statistical Association 112 (518), 859-877, 2017
63482017
Sharing clusters among related groups: Hierarchical Dirichlet processes
Y Teh, M Jordan, M Beal, D Blei
Advances in neural information processing systems 17, 2004
55262004
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
5426*2006
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
35492009
Stochastic variational inference
MD Hoffman, DM Blei, C Wang, J Paisley
the Journal of machine Learning research 14 (1), 1303-1347, 2013
32922013
Mixed membership stochastic blockmodels
EM Airoldi, D Blei, S Fienberg, E Xing
Advances in neural information processing systems 21, 2008
27092008
A correlated topic model of science
DM Blei, JD Lafferty
The annals of applied statistics, 17-35, 2007
2470*2007
Supervised topic models
J Mcauliffe, D Blei
Advances in neural information processing systems 20, 2007
23482007
Online learning for latent dirichlet allocation
M Hoffman, F Bach, D Blei
advances in neural information processing systems 23, 2010
23442010
Collaborative topic modeling for recommending scientific articles
C Wang, DM Blei
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
21352011
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
21132003
Variational inference for Dirichlet process mixtures
DM Blei, MI Jordan
19792006
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
15942003
Modeling annotated data
DM Blei, MI Jordan
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
15902003
Black box variational inference
R Ranganath, S Gerrish, D Blei
Artificial intelligence and statistics, 814-822, 2014
14672014
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
14662013
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
14402006
Relational topic models for document networks
J Chang, D Blei
Artificial intelligence and statistics, 81-88, 2009
1057*2009
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