David Blei
David Blei
Professor of Statistics and Computer Science, Columbia University
Vahvistettu sähköpostiosoite verkkotunnuksessa columbia.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Latent dirichlet allocation
DM Blei, AY Ng, MI Jordan
the Journal of machine Learning research 3, 993-1022, 2003
364832003
Probabilistic topic models
DM Blei
Communications of the ACM 55 (4), 77-84, 2012
6344*2012
Hierarchical dirichlet processes
YW Teh, MI Jordan, MJ Beal, DM Blei
Journal of the american statistical association 101 (476), 1566-1581, 2006
4472*2006
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
27662006
Mixed membership stochastic blockmodels
EM Airoldi, DM Blei, SE Fienberg, EP Xing
Journal of machine learning research, 2008
20702008
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
20322009
Matching words and pictures
K Barnard, P Duygulu, D Forsyth, N De Freitas, DM Blei, MI Jordan
Test accounts, 2003
20182003
Variational inference: A review for statisticians
DM Blei, A Kucukelbir, JD McAuliffe
Journal of the American statistical Association 112 (518), 859-877, 2017
19182017
Stochastic variational inference.
MD Hoffman, DM Blei, C Wang, J Paisley
Journal of Machine Learning Research 14 (5), 2013
18842013
Supervised topic models
DM Blei, JD McAuliffe
arXiv preprint arXiv:1003.0783, 2010
17862010
Online learning for latent dirichlet allocation
M Hoffman, FR Bach, DM Blei
advances in neural information processing systems, 856-864, 2010
16362010
Collaborative topic modeling for recommending scientific articles
C Wang, DM Blei
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
15892011
A correlated topic model of science
DM Blei, JD Lafferty
The annals of applied statistics 1 (1), 17-35, 2007
1556*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
14222003
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
12332004
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
10522006
Topic models
DM Blei, JD Lafferty
Text mining: classification, clustering, and applications 10 (71), 34, 2009
10302009
Relational topic models for document networks
J Chang, D Blei
Artificial intelligence and statistics, 81-88, 2009
841*2009
Black box variational inference
R Ranganath, S Gerrish, D Blei
Artificial intelligence and statistics, 814-822, 2014
7742014
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Artikkelit 1–20