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Arthur Gretton

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 66 2264 2195 129 127 241 26680

Arthur Gretton publications per year

The chart shows the history of publications by Arthur Gretton between 1999 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Arthur Gretton published across 27 years, from 1999 to 2025, averaging 10.6 papers a year. Output peaked at 21 publications in 2008. 34 of the 287 publications appeared in the last two years.

No. of publications
5 10 15 20
Bar chart. Horizontal axis: year, 1999 to 2025. Vertical axis: number of publications, 0 to 21. Peak 21 publications in 2008. 1999: 1 publication 2000: 0 publications 2001: 5 publications 2002: 1 publication 2003: 5 publications 2004: 3 publications 2005: 9 publications 2006: 6 publications 2007: 16 publications 2008: 21 publications 2009: 15 publications 2010: 12 publications 2011: 5 publications 2012: 13 publications 2013: 11 publications 2014: 18 publications 2015: 19 publications 2016: 15 publications 2017: 7 publications 2018: 8 publications 2019: 9 publications 2020: 17 publications 2021: 16 publications 2022: 13 publications 2023: 8 publications 2024: 18 publications 2025: 16 publications
1999 2025

287 publications in total across all disciplines

View publications per year as a table
Arthur Gretton: publications per year, 1999 to 2025
Year Publications
1999 1
2000 0
2001 5
2002 1
2003 5
2004 3
2005 9
2006 6
2007 16
2008 21
2009 15
2010 12
2011 5
2012 13
2013 11
2014 18
2015 19
2016 15
2017 7
2018 8
2019 9
2020 17
2021 16
2022 13
2023 8
2024 18
2025 16
Total 287
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Arthur Gretton 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 Arthur Gretton 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, 232–241 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: 241 publications — 60th percentile

60% 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
232–241 423 241
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
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

Arthur Gretton 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 Arthur Gretton 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, 66–67 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: 66 D-Index — 84th percentile

84% 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 66
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
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

Overview

Arthur Gretton is affiliated with University College London in the United Kingdom. Their work spans multiple fields within computer science and mathematics, with a strong emphasis on artificial intelligence and statistics.

Gretton's research focuses notably on statistical methods and inference, advanced causal inference techniques, domain adaptation and few-shot learning, Bayesian modeling and causal inference, neural networks applications, and Gaussian processes.

Key research topics include:

  • Statistical Methods and Inference
  • Advanced Causal Inference Techniques
  • Domain Adaptation and Few-Shot Learning
  • Bayesian Modeling and Causal Inference
  • Statistical Methods and Bayesian Inference
  • Neural Networks and Applications
  • Gaussian Processes and Bayesian Inference

Their recent publications showcase work on kernel methods and computational statistics, with papers addressing both theoretical and practical aspects of machine learning and statistical analysis. Selected recent papers include:

  • Learning Deep Kernels for Non-Parametric Two-Sample Tests (2020), arXiv (Cornell University)
  • Stein's Method Meets Computational Statistics: A Review of Some Recent Developments (2022), Statistical Science
  • Self-Supervised Learning with Kernel Dependence Maximization (2021), arXiv (Cornell University)
  • A case for new neural network smoothness constraints (2020), arXiv (Cornell University)
  • A Non-Asymptotic Analysis for Stein Variational Gradient Descent (2020), arXiv (Cornell University)

Arthur Gretton frequently publishes in venues that include:

  • arXiv (Cornell University)
  • Biometrika
  • Statistical Science
  • Journal of the American Statistical Association
  • Journal of the Royal Statistical Society Series B (Statistical Methodology)

Their co-authorship network comprises several frequent collaborators, reflecting joint work on methods related to machine learning and statistics. Some of the most frequent co-authors are:

  • Dimitri Meunier
  • Antonin Schrab
  • Arnaud Doucet
  • Liyuan Xu
  • Michael Arbel

Their contributions span 89 publications in computer science and 58 in mathematics, highlighting a multidisciplinary approach to research challenges at the intersection of these fields.

Best Publications

  • A kernel two-sample test

    Arthur Gretton;Karsten M. Borgwardt;Malte J. Rasch;Bernhard Schölkopf

  • A Kernel Method for the Two-Sample-Problem

    Arthur Gretton;Karsten M. Borgwardt;Malte Rasch;Bernhard Schölkopf

  • Correcting Sample Selection Bias by Unlabeled Data

    Jiayuan Huang;Arthur Gretton;Karsten M. Borgwardt;Bernhard Schölkopf

  • Measuring statistical dependence with hilbert-schmidt norms

    Arthur Gretton;Olivier Bousquet;Alex Smola;Bernhard Schölkopf

  • Integrating structured biological data by Kernel Maximum Mean Discrepancy

    Karsten M. Borgwardt;Arthur Gretton;Malte J. Rasch;Hans-Peter Kriegel

  • Ranking on Data Manifolds

    Dengyong Zhou;Jason Weston;Arthur Gretton;Olivier Bousquet

  • A Hilbert space embedding for distributions

    Alex Smola;Arthur Gretton;Le Song;Bernhard Schölkopf

  • A Kernel Statistical Test of Independence

    Arthur Gretton;Kenji Fukumizu;Choon H. Teo;Le Song

  • Hilbert Space Embeddings and Metrics on Probability Measures

    Bharath K. Sriperumbudur;Arthur Gretton;Kenji Fukumizu;Bernhard Schölkopf

  • Correcting sample selection bias by unlabeled data

    J Huang;AJ Smola;A Gretton;KM Borgwardt

  • Covariate Shift by Kernel Mean Matching

    A Gretton;AJ Smola;J Huang;M Schmittfull

  • Optimal kernel choice for large-scale two-sample tests

    Arthur Gretton;Dino Sejdinovic;Heiko Strathmann;Sivaraman Balakrishnan

  • Kernel Measures of Conditional Dependence

    Kenji Fukumizu;Arthur Gretton;Xiaohai Sun;Bernhard Schölkopf

  • Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information.

    Andrei Belitski;Arthur Gretton;Cesare Magri;Yusuke Murayama

  • Feature selection via dependence maximization

    Le Song;Alex Smola;Arthur Gretton;Justin Bedo

  • Supervised feature selection via dependence estimation

    Le Song;Alex Smola;Arthur Gretton;Karsten M. Borgwardt

  • Kernel Methods for Measuring Independence

    Arthur Gretton;Ralf Herbrich;Alexander Smola;Olivier Bousquet

  • Demystifying MMD GANs

    Mikolaj Binkowski;Danica J. Sutherland;Michael Arbel;Arthur Gretton

  • Statistical Consistency of Kernel Canonical Correlation Analysis

    Kenji Fukumizu;Francis R. Bach;Arthur Gretton

  • On the empirical estimation of integral probability metrics

    Bharath K. Sriperumbudur;Kenji Fukumizu;Arthur Gretton;Bernhard Schoelkopf

  • Inferring Spike Trains From Local Field Potentials

    Malte J. Rasch;Arthur Gretton;Yusuke Murayama;Wolfgang Maass

  • Kernel Embeddings of Conditional Distributions: A Unified Kernel Framework for Nonparametric Inference in Graphical Models

    Le Song;K. Fukumizu;A. Gretton

  • Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions

    Kenji Fukumizu;Arthur Gretton;Gert R. Lanckriet;Bernhard Schölkopf

Frequent Co-Authors

Kenji Fukumizu
Kenji Fukumizu The Institute of Statistical Mathematics
Bernhard Schölkopf
Bernhard Schölkopf Max Planck Institute for Intelligent Systems
Alexander J. Smola
Alexander J. Smola Amazon (United States)
Le Song
Le Song Mohamed bin Zayed University of Artificial Intelligence
Matthew B. Blaschko
Matthew B. Blaschko KU Leuven
Barnabás Póczos
Barnabás Póczos Carnegie Mellon University
Karsten M. Borgwardt
Karsten M. Borgwardt Max Planck Institute of Biochemistry
Nikos K. Logothetis
Nikos K. Logothetis Chinese Academy of Sciences
Gert R. G. Lanckriet
Gert R. G. Lanckriet University of California, San Diego
Stefanie Jegelka
Stefanie Jegelka MIT

External Links

Personal website of Arthur Gretton Google Scholar page

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Best Scientists Citing Arthur Gretton

Bernhard Schölkopf

Bernhard Schölkopf

Max Planck Institute for Intelligent Systems

Publications: 107

Masashi Sugiyama

Masashi Sugiyama

RIKEN

Publications: 97

Nikos K. Logothetis

Nikos K. Logothetis

Chinese Academy of Sciences

Publications: 68

Kenji Fukumizu

Kenji Fukumizu

The Institute of Statistical Mathematics

Publications: 50

Stefano Panzeri

Stefano Panzeri

University Medical Center Hamburg-Eppendorf

Publications: 48

Barnabás Póczos

Barnabás Póczos

Carnegie Mellon University

Publications: 47

Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

Publications: 45

Dominik Janzing

Dominik Janzing

Amazon (United States)

Publications: 41

Dacheng Tao

Dacheng Tao

Nanyang Technological University

Publications: 41

Klaus-Robert Müller

Klaus-Robert Müller

Technical University of Berlin

Publications: 39

Kun Zhang

Kun Zhang

Carnegie Mellon University

Publications: 38

Jonas Peters

Jonas Peters

ETH Zurich

Publications: 38

Jose C. Principe

Jose C. Principe

University of Florida

Publications: 35

Qiang Yang

Qiang Yang

Hong Kong University of Science and Technology

Publications: 34

Ivor W. Tsang

Ivor W. Tsang

Agency for Science, Technology and Research

Publications: 32

Mingsheng Long

Mingsheng Long

Tsinghua University

Publications: 30

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