David Blei
Scholar

David Blei

Google Scholar ID: 8OYE6iEAAAAJ
Professor of Statistics and Computer Science, Columbia University
Machine LearningStatisticsProbabilistic topic modelsBayesian nonparametricsApproximate posterior inference
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Citations & Impact
All-time
Citations
73,116
 
H-index
87
 
i10-index
223
 
Publications
20
 
Co-authors
41
list available
Contact
Emaildavid.blei@columbia.eduCVOpen ↗
Publications
4 items
Worst-case low-rank approximations
2026
Cited
0
Duel-Evolve: Reward-Free Test-Time Scaling via LLM Self-Preferences
2026
Cited
0
The Sequential Nature of Science: Quantifying Learning from a Sequence of Studies
2025
Cited
1
Variational Learning of Disentangled Representations
2025
Cited
0
Resume (English only)
Co-authors
41 total
Michael I. Jordan
Michael I. Jordan
Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley
Chong Wang
Chong Wang
Apple
John Paisley
John Paisley
Columbia University
Edoardo M Airoldi
Edoardo M Airoldi
Professor of Statistics & Data Science Temple University & PI, Harvard University
Jordan Boyd-Graber
Jordan Boyd-Graber
Full Professor, University of Maryland
Jonathan Chang
Jonathan Chang
Facebook
Co-author 7
Co-author 7
Samuel Gershman
Samuel Gershman
Professor, Harvard University