Concepedia

David M. Blei

DM

Statistics

Publications

199

Citations

73.4K

H-Index

81

Active since

2001

Affiliations

Princeton University(Current)

Columbia University

University of California, Berkeley

Carnegie Mellon University

Microsoft (United States)

David M. Blei is an author at Princeton University specializing in computing, computer science, and bayesian inference.

Publications per year

2001–2024

199

Publications

199

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Probabilistic topic models

David M. Blei · Communications of the ACM · 2012 · 5.5K citations

Computing, Computer Science, Data Science +11

Hierarchical Dirichlet Processes

Yee Whye Teh, Michael I. Jordan, Matthew J. Beal et al. · Journal of the American Statistical Association · 2006 · 3.6K citations

Computing, Computer Science, Bayesian Data Analysis +16

Dynamic topic models

David M. Blei, John Lafferty · 2006 · 2.4K citations

Computing, Computer Science, Data Science +17

Reading Tea Leaves: How Humans Interpret Topic Models

Jonathan Chang, Sean Gerrish, Chong Wang et al. · 2009 · 1.9K citations

Computing, Computer Science, Computational Linguistics +12

1–5 of 199