| Latent dirichlet allocation DM Blei, AY Ng, MI Jordan Journal of machine Learning research 3 (Jan), 993-1022, 2003 | 61355 | 2003 |
| Probabilistic topic models DM Blei Communications of the ACM 55 (4), 77-84, 2012 | 9020 | 2012 |
| Variational inference: A review for statisticians DM Blei, A Kucukelbir, JD McAuliffe Journal of the American statistical Association 112 (518), 859-877, 2017 | 7465 | 2017 |
| Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006 | 5741* | 2006 |
| Hierarchical dirichlet processes YW Teh, MI Jordan, MJ Beal, DM Blei Journal of the american statistical association 101 (476), 1566-1581, 2006 | 4923 | 2006 |
| Reading tea leaves: How humans interpret topic models J Chang, S Gerrish, C Wang, J Boyd-Graber, D Blei Advances in neural information processing systems 22, 2009 | 3797 | 2009 |
| Stochastic variational inference MD Hoffman, DM Blei, C Wang, J Paisley the Journal of machine Learning research 14 (1), 1303-1347, 2013 | 3599 | 2013 |
| Mixed membership stochastic blockmodels EM Airoldi, D Blei, S Fienberg, E Xing Advances in neural information processing systems 21, 2008 | 2860 | 2008 |
| A correlated topic model of science DM Blei, JD Lafferty The annals of applied statistics, 17-35, 2007 | 2649* | 2007 |
| Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010 | 2441 | 2010 |
| Supervised topic models J Mcauliffe, D Blei Advances in neural information processing systems 20, 2007 | 2420 | 2007 |
| Collaborative topic modeling for recommending scientific articles C Wang, DM Blei Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 2192 | 2011 |
| Matching words and pictures K Barnard, P Duygulu, D Forsyth, N Freitas, DM Blei, MI Jordan Journal of machine learning research 3 (Feb), 1107-1135, 2003 | 2175 | 2003 |
| Variational inference for Dirichlet process mixtures DM Blei, MI Jordan | 2072 | 2006 |
| Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of US government arts funding P DiMaggio, M Nag, D Blei Poetics 41 (6), 570-606, 2013 | 1669 | 2013 |
| Hierarchical topic models and the nested Chinese restaurant process T Griffiths, M Jordan, J Tenenbaum, D Blei Advances in neural information processing systems 16, 2003 | 1653 | 2003 |
| Modeling annotated data DM Blei, MI Jordan Proceedings of the 26th annual international ACM SIGIR conference on …, 2003 | 1615 | 2003 |
| Black box variational inference R Ranganath, S Gerrish, D Blei Artificial intelligence and statistics, 814-822, 2014 | 1605 | 2014 |
| Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006 | 1500 | 2006 |
| Topic modeling in embedding spaces AB Dieng, FJR Ruiz, DM Blei Transactions of the Association for Computational Linguistics 8, 439-453, 2020 | 1109 | 2020 |
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
