David M. Blei
David M. Blei publishes mostly in Artificial Intelligence, Statistics and Probability and Molecular Biology, on topics such as Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models and Statistical Methods and Inference.
- World rank
- #4,796 of 1,633,909 ranked researchers
- Rank in United States
- #2,272 of 358,040
- Works
- 95
- Citations
- 1.9k
- Citations per work
- 19.9
What does David M. Blei research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Statistics and Probability16% of their works
- 3Molecular Biology7% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Signal Processing3% of their works
- 6Statistical and Nonlinear Physics3% of their works
Research topics
Which keywords describe David M. Blei's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Deep Learning, Gaussian Processes, Machine Learning, Clustering, Mixture Models and Neural Networks.
- Word Representation
- Neural Machine Translation
- Protein-Protein Interaction Networks
- Causal Inference
- Image Synthesis
- Variable Selection
- Neural Networks
- Clustering
- Gaussian Processes
- Variational Inference
- Bayesian Inference
- Deep Learning
- Machine Learning
- Mixture Models
- Regularization
- Generative Adversarial Networks
- Bayesian Networks
- Gene Set Enrichment Analysis
- Machine Translation
- Statistical Machine Translation
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Bayesian Inference252 topics
- Variational Inference252 topics
- Deep Learning202 topics
- Gaussian Processes131 topic
- Machine Learning131 topic
- Clustering121 topic
- Mixture Models121 topic
- Neural Networks122 topics
- Regularization91 topic
- Variable Selection91 topic
- Generative Adversarial Networks71 topic
- Image Synthesis71 topic
- Bayesian Networks61 topic
- Causal Inference61 topic
- Gene Set Enrichment Analysis61 topic
- Protein-Protein Interaction Networks61 topic
- Machine Translation51 topic
- Neural Machine Translation51 topic
- Statistical Machine Translation51 topic
- Word Representation51 topic
Where does David M. Blei work?
David M. Blei's main affiliation in the publication record is Princeton University, United States.
How many publications and citations does David M. Blei have?
Science Explorer counts 95 works and 1,891 citations for David M. Blei, ranking #4,796 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.