David Blei
Tytuł
Cytowane przez
Cytowane przez
Rok
Latent dirichlet allocation
DM Blei, AY Ng, MI Jordan
the Journal of machine Learning research 3, 993-1022, 2003
364122003
Probabilistic topic models
DM Blei
Communications of the ACM 55 (4), 77-84, 2012
6326*2012
Hierarchical dirichlet processes
YW Teh, MI Jordan, MJ Beal, DM Blei
Journal of the american statistical association 101 (476), 1566-1581, 2006
4464*2006
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
27622006
Mixed membership stochastic blockmodels
EM Airoldi, DM Blei, SE Fienberg, EP Xing
Journal of machine learning research, 2008
20682008
Reading tea leaves: How humans interpret topic models
J Chang, J Boyd-Graber, C Wang, S Gerrish, DM Blei
Neural information processing systems 22, 288-296, 2009
20272009
Matching words and pictures
K Barnard, P Duygulu, D Forsyth, N De Freitas, DM Blei, MI Jordan
Test accounts, 2003
20172003
Variational inference: A review for statisticians
DM Blei, A Kucukelbir, JD McAuliffe
Journal of the American statistical Association 112 (518), 859-877, 2017
19052017
Stochastic variational inference.
MD Hoffman, DM Blei, C Wang, J Paisley
Journal of Machine Learning Research 14 (5), 2013
18792013
Supervised topic models
DM Blei, JD McAuliffe
arXiv preprint arXiv:1003.0783, 2010
17842010
Online learning for latent dirichlet allocation
M Hoffman, FR Bach, DM Blei
advances in neural information processing systems, 856-864, 2010
16332010
Collaborative topic modeling for recommending scientific articles
C Wang, DM Blei
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
15852011
A correlated topic model of science
DM Blei, JD Lafferty
The annals of applied statistics 1 (1), 17-35, 2007
1552*2007
Variational inference for Dirichlet process mixtures
DM Blei, MI Jordan
Bayesian analysis 1 (1), 121-143, 2006
14352006
Modeling annotated data
DM Blei, MI Jordan
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
14192003
Hierarchical topic models and the nested Chinese restaurant process
DM Blei, TL Griffiths, MI Jordan, JB Tenenbaum
Advances in neural information processing systems 16 (16), 17-24, 2004
12302004
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
10502006
Topic models
DM Blei, JD Lafferty
Text mining: classification, clustering, and applications 10 (71), 34, 2009
10282009
Relational topic models for document networks
J Chang, D Blei
Artificial intelligence and statistics, 81-88, 2009
838*2009
Black box variational inference
R Ranganath, S Gerrish, D Blei
Artificial intelligence and statistics, 814-822, 2014
7692014
Nie można teraz wykonać tej operacji. Spróbuj ponownie później.
Prace 1–20