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David M. Blei

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2008
20EEIndraneel Mukherjee, David M. Blei: Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation. NIPS 2008: 1129-1136
19EEEdoardo Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing: Mixed Membership Stochastic Blockmodels. NIPS 2008: 33-40
18EEChong Wang, David M. Blei, David Heckerman: Continuous Time Dynamic Topic Models. UAI 2008: 579-586
2007
17EEDavid M. Kaplan, David M. Blei: A Computational Approach to Style in American Poetry. ICDM 2007: 553-558
16EEMiroslav Dudík, David M. Blei, Robert E. Schapire: Hierarchical maximum entropy density estimation. ICML 2007: 249-256
15EEDavid M. Blei, Jon D. McAuliffe: Supervised Topic Models. NIPS 2007
2006
14EEDavid M. Blei, John D. Lafferty: Dynamic topic models. ICML 2006: 113-120
13EEDavid 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)
12EEJon 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
11EEDavid M. Blei, John D. Lafferty: Correlated Topic Models. NIPS 2005
2004
10EEDavid M. Blei, Michael I. Jordan: Variational methods for the Dirichlet process. ICML 2004
9EEThomas L. Griffiths, Mark Steyvers, David M. Blei, Joshua B. Tenenbaum: Integrating Topics and Syntax. NIPS 2004
8EEYee Whye Teh, Michael I. Jordan, Matthew J. Beal, David M. Blei: Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes. NIPS 2004
2003
7EEDavid M. Blei, Thomas L. Griffiths, Michael I. Jordan, Joshua B. Tenenbaum: Hierarchical Topic Models and the Nested Chinese Restaurant Process. NIPS 2003
6EEDavid M. Blei, Michael I. Jordan: Modeling annotated data. SIGIR 2003: 127-134
5EEKobus 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)
4EEDavid 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
2EEDavid 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

Coauthor Index

1Edoardo Airoldi [19]
2J. Andrew Bagnell [3]
3Kobus Barnard [5]
4Matthew J. Beal [8]
5Miroslav Dudík [16]
6Pinar Duygulu [5]
7Stephen E. Fienberg [19]
8David A. Forsyth [5]
9K. Franks [13]
10Nando de Freitas [5]
11Thomas L. Griffiths [7] [9]
12David Heckerman [18]
13Michael I. Jordan [2] [4] [5] [6] [7] [8] [10] [12] [13]
14David M. Kaplan [17]
15John D. Lafferty [11] [14]
16Jon D. McAuliffe [12] [15]
17Andrew McCallum [3]
18I. Saira Mian [13]
19Pedro J. Moreno [1]
20Indraneel Mukherjee [20]
21Andrew Y. Ng [2] [4]
22Robert E. Schapire [16]
23Mark Steyvers [9]
24Yee Whye Teh [8]
25Joshua B. Tenenbaum [7] [9]
26Chong Wang [18]
27Eric P. Xing [19]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)