David Blei
David Blei
Professor of Statistics and Computer Science, Columbia University
Потвърден имейл адрес: columbia.edu - Начална страница
Заглавие
Позовавания
Позовавания
Година
Latent dirichlet allocation
DM Blei, AY Ng, MI Jordan
the Journal of machine Learning research 3, 993-1022, 2003
410732003
Probabilistic topic models
DM Blei
Communications of the ACM 55 (4), 77-84, 2012
7070*2012
Hierarchical dirichlet processes
YW Teh, MI Jordan, MJ Beal, DM Blei
Journal of the american statistical association 101 (476), 1566-1581, 2006
46032006
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
30012006
Variational inference: A review for statisticians
DM Blei, A Kucukelbir, JD McAuliffe
Journal of the American statistical Association 112 (518), 859-877, 2017
26722017
Reading tea leaves: How humans interpret topic models
J Chang, S Gerrish, C Wang, JL Boyd-Graber, DM Blei
Advances in neural information processing systems, 288-296, 2009
23542009
Mixed membership stochastic blockmodels
EM Airoldi, DM Blei, SE Fienberg, EP Xing
Journal of machine learning research, 2008
22442008
Stochastic variational inference.
MD Hoffman, DM Blei, C Wang, J Paisley
Journal of Machine Learning Research 14 (5), 2013
21892013
Matching words and pictures
K Barnard, P Duygulu, D Forsyth, N De Freitas, DM Blei, MI Jordan
Test accounts, 2003
20052003
Supervised topic models
DM Blei, JD McAuliffe
arXiv preprint arXiv:1003.0783, 2010
19892010
Online learning for latent dirichlet allocation
M Hoffman, F Bach, D Blei
advances in neural information processing systems 23, 856-864, 2010
18142010
A correlated topic model of science
DM Blei, JD Lafferty
The annals of applied statistics 1 (1), 17-35, 2007
1735*2007
Collaborative topic modeling for recommending scientific articles
C Wang, DM Blei
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
17332011
Variational inference for Dirichlet process mixtures
DM Blei, MI Jordan
Bayesian analysis 1 (1), 121-143, 2006
15652006
Modeling annotated data
DM Blei, MI Jordan
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
14662003
Hierarchical topic models and the nested Chinese restaurant process.
DM Blei, TL Griffiths, MI Jordan, JB Tenenbaum
NIPS 16, 2003
13262003
Topic models
DM Blei, JD Lafferty
Text mining, 101-124, 2009
11342009
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
11122006
Relational topic models for document networks
J Chang, D Blei
Artificial intelligence and statistics, 81-88, 2009
916*2009
Black box variational inference
R Ranganath, S Gerrish, D Blei
Artificial intelligence and statistics, 814-822, 2014
9052014
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