Standout Papers

Latent dirichlet allocation 2003 2026 2010 2018 11.9k
  1. Latent dirichlet allocation (2003)
    David M. Blei, Andrew Y. Ng et al. Journal of Machine Learning Research
  2. Probabilistic topic models (2012)
    David M. Blei Communications of the ACM
  3. Hierarchical Dirichlet Processes (2006)
    Yee Whye Teh, Michael I. Jordan et al. Journal of the American Statistical Association
  4. Reading Tea Leaves: How Humans Interpret Topic Models (2009)
    Jonathan Chang, Sean Gerrish et al. Neural Information Processing Systems
  5. Variational inference for Dirichlet process mixtures (2006)
    David M. Blei, Michael I. Jordan Bayesian Analysis
  6. Mixed Membership Stochastic Blockmodels. (2008)
    Edoardo M. Airoldi, David M. Blei et al. PubMed
  7. Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)
    Paul DiMaggio, David M. Blei et al. Poetics
  8. Stochastic variational inference (2013)
    Matthew D. Hoffman, David M. Blei et al. Journal of Machine Learning Research
  9. Supervised Topic Models (2010)
    David M. Blei, Jon McAuliffe arXiv (Cornell University)
  10. Correlated Topic Models (2005)
    John Lafferty, David M. Blei Neural Information Processing Systems
  11. A correlated topic model of Science (2018)
    David M. Blei, John Lafferty KiltHub Repository
  12. Minimal Loss Hashing for Compact Binary Codes (2011)
    Mohammad Norouzi, David M. Blei International Conference on Machine Learning

Immediate Impact

6 by Nobel laureates 28 from Science/Nature 71 standout
Sub-graph 1 of 20

Citing Papers

Cell2location maps fine-grained cell types in spatial transcriptomics
2022 Standout
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes
2022 Standout

Works of David M. Blei being referenced

De novo gene signature identification from single‐cell RNA ‐seq with hierarchical Poisson factorization
2019
Probabilistic topic models
2012 Standout

Author Peers

Author Last Decade Papers Cites
David M. Blei 14774 1201 3937 4449 141 27.3k
Andrew Y. Ng 18601 347 10075 3955 137 35.1k
Michael I. Jordan 29405 3882 11210 5288 412 63.9k
Thomas L. Griffiths 8801 747 1406 1087 358 20.9k
Thomas K. Landauer 8749 1521 1412 2828 84 17.5k
Susan Dumais 8669 146 2405 3800 98 17.0k
Christopher D. Manning 13490 62 3000 3243 226 20.6k
Herbert A. Simon 11560 1909 1684 2831 398 78.7k
Alex Pentland 4109 145 13358 1526 341 31.4k
Enrique Herrera‐Viedma 14119 3215 884 4114 626 41.8k
Francisco Herrera 42152 4775 6070 7269 693 79.8k

All Works

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Rankless by CCL
2026