Concepedia

Author

David M. Blei

Princeton UniversityORCID

Also Known As

Blei, D, Blei, David, Blei, David M, Blei, David M., Cyrille Joutard, David Blei, David M Blei, David M. Blei, Kanade, Takeo, M. Blei, David

401

Publications

76.3K

Citations

83

H-Index

215

Concepts

All Affiliations

Princeton UniversityColumbia UniversityUniversity of California, BerkeleyCarnegie Mellon UniversityMicrosoft (United States)
DM

About

David M. Blei is an author at Princeton University specializing in engineering, data science, and statistics.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

60

122

57.8K

2

Language Studies

20

26

32.5K

3

Business

9

9

4.6K

4

Arts

6

6

1.9K

5

Education

1

1

10

David M. Blei

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196

Publications

72.5K

Citations

80

H-Index

YearCitations

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan

Journal of Machine Learning Research

2003

26.9K

Probabilistic topic models

David M. Blei

Communications of the ACM

2012

5.4K

Hierarchical Dirichlet Processes

Yee Whye Teh, Michael I. Jordan, Matthew J. Beal,

Journal of the American Statistical Association

2006

3.5K

Dynamic topic models

David M. Blei, John Lafferty

2006

2.3K

Reading Tea Leaves: How Humans Interpret Topic Models

Jonathan Chang, Sean Gerrish, Chong Wang,

2009

1.9K

Collaborative topic modeling for recommending scientific articles

Chong Wang, David M. Blei

2011

1.6K

Mixed Membership Stochastic Blockmodels.

Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg,

PubMed

2008

1.5K

Stochastic variational inference

Matthew D. Hoffman, David M. Blei, Chong Wang,

Journal of Machine Learning Research

2013

1.5K

Variational inference for Dirichlet process mixtures

David M. Blei, Michael I. Jordan

Bayesian Analysis

2006

1.5K

Supervised Topic Models

David M. Blei, Jon McAuliffe

arXiv (Cornell University)

2010

1.3K

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