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David M. Blei

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 109 230 224 129 125 332 122521

David M. Blei publications per year

The chart shows the history of publications by David M. Blei between 2000 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. David M. Blei published across 26 years, from 2000 to 2025, averaging 14.5 papers a year. Output peaked at 39 publications in 2014. 26 of the 378 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 2000 to 2025. Vertical axis: number of publications, 0 to 39. Peak 39 publications in 2014. 2000: 1 publication 2001: 2 publications 2002: 1 publication 2003: 6 publications 2004: 4 publications 2005: 3 publications 2006: 13 publications 2007: 16 publications 2008: 5 publications 2009: 12 publications 2010: 16 publications 2011: 17 publications 2012: 19 publications 2013: 15 publications 2014: 39 publications 2015: 22 publications 2016: 24 publications 2017: 19 publications 2018: 24 publications 2019: 28 publications 2020: 13 publications 2021: 21 publications 2022: 18 publications 2023: 14 publications 2024: 20 publications 2025: 6 publications
2000 2025

378 publications in total across all disciplines

View publications per year as a table
David M. Blei: publications per year, 2000 to 2025
Year Publications
2000 1
2001 2
2002 1
2003 6
2004 4
2005 3
2006 13
2007 16
2008 5
2009 12
2010 16
2011 17
2012 19
2013 15
2014 39
2015 22
2016 24
2017 19
2018 24
2019 28
2020 13
2021 21
2022 18
2023 14
2024 20
2025 6
Total 378
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David M. Blei publications per year - data summary

  • David M. Blei, a Computer Science scholar from Columbia University, has 378 publications recorded across 26 years, from 2000 to 2025.
  • The oldest publication on record dates to 2000 and the most recent to 2025.
  • The most productive year is 2014, with 39 publications.
  • The least productive years with any output are 2000 and 2002, with 1 publication each.
  • The rate of publication averages 14.5 papers per year over the whole span, or 14.5 per year counting only the 26 years with at least one publication.
  • The last 5 years on the chart (2021-2025) hold 79 publications, 21% of the career total.
  • Split into equal eras - 2000-2008: 51 publications (5.7 per year); 2009-2017: 183 publications (20.3 per year); 2018-2025: 144 publications (18.0 per year).
  • Comparing the opening and closing eras, the overall trend of publication is rising.

David M. Blei publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where David M. Blei sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 332–341 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 332 publications — 79th percentile

79% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209 332
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

David M. Blei publication distribution in Computer Science in 2026 - data summary

  • The chart plots the publication count of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 97 ranges running from 32–41 to 991+ publications.
  • David M. Blei, a Computer Science scholar from Columbia University, records 332 publications - the 79th percentile of the discipline.
  • 79% of ranked Computer Science scientists score the same or lower than David M. Blei, and about 21% score higher.
  • The median of the discipline falls in the 202–211 publications range, and David M. Blei ranks above the median.
  • The most crowded range is 142–151 publications, holding 609 scientists (4% of the field).
  • 70% of the field sits in the lowest quarter of the value range (up to 272–281 publications), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 991 publications or more, 100 scientists in all (<1% of the field).

David M. Blei D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where David M. Blei sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 108–109 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 109 D-Index — 98th percentile

98% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31 109
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

David M. Blei D-index placement in Computer Science in 2026 - data summary

  • The chart plots the discipline H-index (D-index) of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 52 ranges running from 30–31 to 131+ D-Index.
  • David M. Blei, a Computer Science scholar from Columbia University, records 109 D-Index - the 98th percentile of the discipline.
  • 98% of ranked Computer Science scientists score the same or lower than David M. Blei, and about 2% score higher.
  • The median of the discipline falls in the 44–45 D-Index range, and David M. Blei ranks above the median.
  • The most crowded range is 36–37 D-Index, holding 990 scientists (7% of the field).
  • 71% of the field sits in the lowest quarter of the value range (up to 54–55 D-Index), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 131 D-Index or more, 98 scientists in all (<1% of the field).

Research.com Recognitions

  • 2017 - Fellow of John Simon Guggenheim Memorial Foundation
  • 2015 - ACM Fellow For contributions to the theory and practice of probabilistic topic modeling and Bayesian machine learning.
  • 2013 - ACM Prize in Computing For pioneering the area of topic modeling, which has had profound influence on machine learning foundations as well as industrial practice.
  • 2010 - Fellow of Alfred P. Sloan Foundation

Overview

David M. Blei is affiliated with Columbia University in the United States. Their research spans primarily the field of computer science, with a strong focus on artificial intelligence and statistics and probability. Their work also intersects with molecular biology, economics and econometrics, and immunology.

The main topics covered by their research include:

  • Statistical Methods and Inference
  • Advanced Causal Inference Techniques
  • Bayesian Modeling and Causal Inference
  • Topic Modeling
  • Gaussian Processes and Bayesian Inference
  • Bayesian Methods and Mixture Models
  • Computational and Text Analysis Methods

David M. Blei has contributed extensively to multiple venues, with frequent publications in:

  • arXiv (Cornell University)
  • The Annals of Applied Statistics
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Journal of Biomedical Informatics
  • Transactions of the Association for Computational Linguistics

Their recent papers include:

  • "Variational Inference: A Review for Statisticians" (2023), published in OPAL (Open@LaTrobe) at La Trobe University
  • "Starfysh integrates spatial transcriptomic and histologic data to reveal heterogeneous tumor-immune hubs" (2024), published in Nature Biotechnology
  • "Adjusting for indirectly measured confounding using large-scale propensity score" (2022), published in Journal of Biomedical Informatics
  • "SHOPPER: A probabilistic model of consumer choice with substitutes and complements" (2020), published in The Annals of Applied Statistics
  • "Counterfactual inference for consumer choice across many product categories" (2021), published in Quantitative Marketing and Economics

The scientist has frequently collaborated with several notable co-authors, including:

  • Achille Nazaret
  • Zhaoran Wang
  • John P. Cunningham
  • Claudia Shi
  • Keyon Vafa

David M. Blei's recognition includes being named an ACM Fellow in 2015 for contributions to probabilistic topic modeling and Bayesian machine learning. In 2013, they received the ACM Prize in Computing for pioneering work in topic modeling, influencing machine learning both theoretically and practically.

Additional honors include being a Fellow of the John Simon Guggenheim Memorial Foundation in 2017 and a Fellow of the Alfred P. Sloan Foundation in 2010. These awards reflect engagement with foundational aspects of machine learning, probabilistic modeling, and applied statistics.

Best Publications

  • Latent dirichlet allocation

    David M. Blei;Andrew Y. Ng;Michael I. Jordan

  • Variational Inference: A Review for Statisticians

    David M. Blei;Alp Kucukelbir;Jon D. McAuliffe

  • Probabilistic topic models

    David M. Blei

  • Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes

    Yee W. Teh;Michael I. Jordan;Matthew J. Beal;David M. Blei

  • Dynamic topic models

    David M. Blei;John D. Lafferty

  • Reading Tea Leaves: How Humans Interpret Topic Models

    Jonathan Chang;Sean Gerrish;Chong Wang;Jordan L. Boyd-graber

  • Mixed Membership Stochastic Blockmodels

    Edoardo M. Airoldi;David M. Blei;Stephen E. Fienberg;Eric P. Xing

  • Stochastic variational inference

    Matthew D. Hoffman;David M. Blei;Chong Wang;John Paisley

  • A correlated topic model of Science

    David M. Blei;John D. Lafferty

  • Matching words and pictures

    Kobus Barnard;Pinar Duygulu;David Forsyth;Nando de Freitas

  • Online Learning for Latent Dirichlet Allocation

    Matthew Hoffman;Francis R. Bach;David M. Blei

  • Collaborative topic modeling for recommending scientific articles

    Chong Wang;David M. Blei

  • Variational Inference for Dirichlet Process Mixtures

    David M. Blei;Michael I. Jordan

  • Supervised Topic Models

    David M. Blei;Jon D. Mcauliffe

  • Correlated Topic Models

    John D. Lafferty;David M. Blei

  • Modeling annotated data

    David M. Blei;Michael I. Jordan

  • Hierarchical Topic Models and the Nested Chinese Restaurant Process

    Thomas L. Griffiths;Michael I. Jordan;Joshua B. Tenenbaum;David M. Blei

  • Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding

    Paul DiMaggio;Manish Nag;David Blei

  • Black Box Variational Inference

    Rajesh Ranganath;Sean Gerrish;David M. Blei

  • The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies

    David M. Blei;Thomas L. Griffiths;Michael I. Jordan

Frequent Co-Authors

Rajesh Ranganath
Rajesh Ranganath New York University
Edoardo M. Airoldi
Edoardo M. Airoldi Temple University
Stephen E. Fienberg
Stephen E. Fienberg Carnegie Mellon University
Dustin Tran
Dustin Tran Google (United States)
Michael I. Jordan
Michael I. Jordan University of California, Berkeley
John Paisley
John Paisley Columbia University
Matthew D. Hoffman
Matthew D. Hoffman Google (United States)
Eric P. Xing
Eric P. Xing Mohamed bin Zayed University of Artificial Intelligence
Jordan Boyd-Graber
Jordan Boyd-Graber University of Maryland, College Park
Susan Athey
Susan Athey Stanford University

External Links

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