David M. Blei
Publications by Year
Research Areas
Bayesian Methods and Mixture Models, Gaussian Processes and Bayesian Inference, Statistical Methods and Inference, Topic Modeling, Bayesian Modeling and Causal Inference
Most-Cited Works
- → Latent dirichlet allocation(2003)26,942 cited
- → Probabilistic topic models(2012)5,459 cited
- → Hierarchical Dirichlet Processes(2006)3,539 cited
- → Dynamic topic models(2006)2,351 cited
- → Variational Inference: A Review for Statisticians(2023)2,159 cited
- Reading Tea Leaves: How Humans Interpret Topic Models(2009)
- → Collaborative topic modeling for recommending scientific articles(2011)1,564 cited
- Mixed Membership Stochastic Blockmodels.(2008)
- → Stochastic variational inference(2013)1,480 cited
- → Variational inference for Dirichlet process mixtures(2006)1,458 cited