2008 |
20 | EE | Indraneel Mukherjee,
David M. Blei:
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation.
NIPS 2008: 1129-1136 |
19 | EE | Edoardo Airoldi,
David M. Blei,
Stephen E. Fienberg,
Eric P. Xing:
Mixed Membership Stochastic Blockmodels.
NIPS 2008: 33-40 |
18 | EE | Chong Wang,
David M. Blei,
David Heckerman:
Continuous Time Dynamic Topic Models.
UAI 2008: 579-586 |
2007 |
17 | EE | David M. Kaplan,
David M. Blei:
A Computational Approach to Style in American Poetry.
ICDM 2007: 553-558 |
16 | EE | Miroslav Dudík,
David M. Blei,
Robert E. Schapire:
Hierarchical maximum entropy density estimation.
ICML 2007: 249-256 |
15 | EE | David M. Blei,
Jon D. McAuliffe:
Supervised Topic Models.
NIPS 2007 |
2006 |
14 | EE | David M. Blei,
John D. Lafferty:
Dynamic topic models.
ICML 2006: 113-120 |
13 | EE | David M. Blei,
K. Franks,
Michael I. Jordan,
I. Saira Mian:
Statistical modeling of biomedical corpora: mining the Caenorhabditis Genetic Center Bibliography for genes related to life span.
BMC Bioinformatics 7: 250 (2006) |
12 | EE | Jon D. McAuliffe,
David M. Blei,
Michael I. Jordan:
Nonparametric empirical Bayes for the Dirichlet process mixture model.
Statistics and Computing 16(1): 5-14 (2006) |
2005 |
11 | EE | David M. Blei,
John D. Lafferty:
Correlated Topic Models.
NIPS 2005 |
2004 |
10 | EE | David M. Blei,
Michael I. Jordan:
Variational methods for the Dirichlet process.
ICML 2004 |
9 | EE | Thomas L. Griffiths,
Mark Steyvers,
David M. Blei,
Joshua B. Tenenbaum:
Integrating Topics and Syntax.
NIPS 2004 |
8 | EE | Yee Whye Teh,
Michael I. Jordan,
Matthew J. Beal,
David M. Blei:
Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes.
NIPS 2004 |
2003 |
7 | EE | David M. Blei,
Thomas L. Griffiths,
Michael I. Jordan,
Joshua B. Tenenbaum:
Hierarchical Topic Models and the Nested Chinese Restaurant Process.
NIPS 2003 |
6 | EE | David M. Blei,
Michael I. Jordan:
Modeling annotated data.
SIGIR 2003: 127-134 |
5 | EE | Kobus Barnard,
Pinar Duygulu,
David A. Forsyth,
Nando de Freitas,
David M. Blei,
Michael I. Jordan:
Matching Words and Pictures.
Journal of Machine Learning Research 3: 1107-1135 (2003) |
4 | EE | David M. Blei,
Andrew Y. Ng,
Michael I. Jordan:
Latent Dirichlet Allocation.
Journal of Machine Learning Research 3: 993-1022 (2003) |
2002 |
3 | | David M. Blei,
J. Andrew Bagnell,
Andrew McCallum:
Learning with Scope, with Application to Information Extraction and Classification.
UAI 2002: 53-60 |
2001 |
2 | EE | David M. Blei,
Andrew Y. Ng,
Michael I. Jordan:
Latent Dirichlet Allocation.
NIPS 2001: 601-608 |
1 | | David M. Blei,
Pedro J. Moreno:
Topic Segmentation with an Aspect Hidden Markov Model.
SIGIR 2001: 343-348 |