World's Best Scientists 2026 revealed!
Jerome H. Friedman

Jerome H. Friedman

D-Index & Metrics

Engineering and Technology

D-Index
74
Citations
279145
World Ranking
785
National Ranking
269

Jerome H. Friedman publication distribution in Engineering and Technology in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Engineering and Technology in 2026. The highlighted bar marks where Jerome H. Friedman sits on this spectrum.

38–47 publications: 20 scientists 48–57 publications: 35 scientists 58–67 publications: 96 scientists 68–77 publications: 135 scientists 78–87 publications: 190 scientists 88–97 publications: 259 scientists 98–107 publications: 283 scientists 108–117 publications: 369 scientists 118–127 publications: 341 scientists 128–137 publications: 386 scientists 138–147 publications: 372 scientists 148–157 publications: 457 scientists 158–167 publications: 415 scientists 168–177 publications: 407 scientists 178–187 publications: 421 scientists 188–197 publications: 378 scientists 198–207 publications: 403 scientists 208–217 publications: 317 scientists 218–227 publications: 346 scientists 228–237 publications: 321 scientists 238–247 publications: 260 scientists 248–257 publications: 280 scientists 258–267 publications: 240 scientists 268–277 publications: 214 scientists 278–287 publications: 242 scientists 288–297 publications: 203 scientists 298–307 publications: 166 scientists 308–317 publications: 154 scientists 318–327 publications: 175 scientists 328–337 publications: 159 scientists 338–347 publications: 99 scientists 348–357 publications: 131 scientists 358–367 publications: 106 scientists 368–377 publications: 118 scientists 378–387 publications: 97 scientists 388–397 publications: 108 scientists 398–407 publications: 82 scientists 408–417 publications: 71 scientists 418–427 publications: 64 scientists 428–437 publications: 55 scientists 438–447 publications: 54 scientists 448–457 publications: 60 scientists 458–467 publications: 47 scientists 468–477 publications: 40 scientists 478–487 publications: 30 scientists 488–497 publications: 29 scientists 498–507 publications: 38 scientists 508–517 publications: 40 scientists 518–527 publications: 32 scientists 528–537 publications: 23 scientists 538–547 publications: 28 scientists 548–557 publications: 23 scientists 558–567 publications: 19 scientists 568–577 publications: 16 scientists 578–587 publications: 17 scientists 588–597 publications: 18 scientists 598–607 publications: 22 scientists 608–617 publications: 15 scientists 618–627 publications: 9 scientists 628–637 publications: 11 scientists 638–647 publications: 21 scientists 648–657 publications: 12 scientists 658–667 publications: 9 scientists 668–677 publications: 11 scientists 678–687 publications: 9 scientists 688–697 publications: 6 scientists 698–707 publications: 14 scientists 708–717 publications: 7 scientists 718–727 publications: 8 scientists 728–737 publications: 10 scientists 738–747 publications: 9 scientists 748–757 publications: 5 scientists 758–767 publications: 5 scientists 768–777 publications: 11 scientists 778–787 publications: 7 scientists 788–797 publications: 2 scientists 798–803 publications: 4 scientists 804+ publications: 100 scientists
38 publications 804+

This scientist: 144 publications — 24th percentile

24% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 804 publications or more.

Jerome H. Friedman D-index placement in Engineering and Technology in 2026

The chart shows the D-index (discipline H-index) distribution of Engineering and Technology scientists ranked by Research.com in 2026. The highlighted bar marks where Jerome H. Friedman sits on this spectrum.

30 D-Index: 59 scientists 31 D-Index: 114 scientists 32 D-Index: 129 scientists 33 D-Index: 189 scientists 34 D-Index: 200 scientists 35 D-Index: 262 scientists 36 D-Index: 311 scientists 37 D-Index: 312 scientists 38 D-Index: 350 scientists 39 D-Index: 385 scientists 40 D-Index: 348 scientists 41 D-Index: 362 scientists 42 D-Index: 426 scientists 43 D-Index: 380 scientists 44 D-Index: 310 scientists 45 D-Index: 341 scientists 46 D-Index: 301 scientists 47 D-Index: 306 scientists 48 D-Index: 271 scientists 49 D-Index: 246 scientists 50 D-Index: 210 scientists 51 D-Index: 253 scientists 52 D-Index: 213 scientists 53 D-Index: 221 scientists 54 D-Index: 195 scientists 55 D-Index: 186 scientists 56 D-Index: 170 scientists 57 D-Index: 167 scientists 58 D-Index: 166 scientists 59 D-Index: 144 scientists 60 D-Index: 152 scientists 61 D-Index: 141 scientists 62 D-Index: 138 scientists 63 D-Index: 131 scientists 64 D-Index: 118 scientists 65 D-Index: 114 scientists 66 D-Index: 119 scientists 67 D-Index: 95 scientists 68 D-Index: 87 scientists 69 D-Index: 77 scientists 70 D-Index: 89 scientists 71 D-Index: 69 scientists 72 D-Index: 54 scientists 73 D-Index: 46 scientists 74 D-Index: 55 scientists 75 D-Index: 54 scientists 76 D-Index: 49 scientists 77 D-Index: 53 scientists 78 D-Index: 46 scientists 79 D-Index: 28 scientists 80 D-Index: 39 scientists 81 D-Index: 36 scientists 82 D-Index: 24 scientists 83 D-Index: 26 scientists 84 D-Index: 36 scientists 85 D-Index: 18 scientists 86 D-Index: 25 scientists 87 D-Index: 19 scientists 88 D-Index: 26 scientists 89 D-Index: 27 scientists 90 D-Index: 23 scientists 91 D-Index: 15 scientists 92 D-Index: 12 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 13 scientists 97 D-Index: 13 scientists 98 D-Index: 9 scientists 99 D-Index: 7 scientists 100 D-Index: 7 scientists 101 D-Index: 8 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 9 scientists 105 D-Index: 6 scientists 106 D-Index: 9 scientists 107+ D-Index: 99 scientists
30 D-Index 107+

This scientist: 74 D-Index — 92nd percentile

92% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 107 D-Index or more.

Overview

Jerome H. Friedman is affiliated with Stanford University in the United States. Their research spans several fields, primarily focusing on Computer Science and Mathematics. Within these fields, their work covers key subfields including Artificial Intelligence, Statistics and Probability, Health Informatics, Computational Mechanics, and Molecular Biology.

The scientist's research centers on multiple main topics such as Machine Learning and Data Classification, Explainable Artificial Intelligence (XAI), Artificial Intelligence in Healthcare and Education, Imbalanced Data Classification Techniques, Statistical Methods and Inference, Advanced Statistical Methods and Models, and Neural Networks and Applications.

Recent publications by Jerome H. Friedman illustrate this wide research scope. Notable papers include:

  • "Representational Gradient Boosting: Backpropagation in the Space of Functions," 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Principal component-guided sparse regression," 2021, Canadian Journal of Statistics
  • "Discussion of 'Prediction, Estimation, and Attribution' by Bradley Efron," 2020, Journal of the American Statistical Association
  • "Expert-augmented machine learning," 2020, Proceedings of the National Academy of Sciences
  • "Discussion of 'Prediction, Estimation, and Attribution' by Bradley Efron," 2020, International Statistical Review

Frequent collaborators include Gilmer Valdés, Efstathios D. Gennatas, Robert Tibshirani, Trevor Hastie, and Lyle Ungar.

Jerome H. Friedman's work has appeared in several publication venues with notable frequency, including:

  • arXiv (Cornell University)
  • Proceedings of the National Academy of Sciences
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Journal of the American Statistical Association
  • Canadian Journal of Statistics

Best Publications

  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction

    Trevor Hastie;Robert J. Tibshirani;Jerome Friedman

  • Greedy function approximation: A gradient boosting machine.

    Jerome H. Friedman

  • Classification and Regression Trees.

    John Van Ryzin;Leo Breiman;Jerome H. Friedman;Richard A. Olshen

  • Regularization Paths for Generalized Linear Models via Coordinate Descent

    Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • The Elements of Statistical Learning

    Trevor Hastie;Robert Tibshirani;Jerome H. Friedman

  • Multivariate Adaptive Regression Splines

    Jerome H. Friedman

  • The elements of statistical learning. 2001

    Trevor Hastie;Robert Tibshirani;Jerome Friedman

  • Additive Logistic Regression : A Statistical View of Boosting

    Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • Stochastic gradient boosting

    Jerome H. Friedman

  • Sparse inverse covariance estimation with the graphical lasso

    Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • An Algorithm for Finding Best Matches in Logarithmic Expected Time

    Jerome H. Friedman;Jon Louis Bentley;Raphael Ari Finkel

  • Projection Pursuit Regression

    Jerome H. Friedman;Werner Stuetzle

  • Regularized Discriminant Analysis

    Jerome H. Friedman

  • A Statistical View of Some Chemometrics Regression Tools

    lldiko E. Frank;Jerome H. Friedman

  • A Projection Pursuit Algorithm for Exploratory Data Analysis

    J.H. Friedman;J.W. Tukey

  • PATHWISE COORDINATE OPTIMIZATION

    Jerome Friedman;Trevor Hastie;Holger Höfling;Robert Tibshirani

  • Estimating Optimal Transformations for Multiple Regression and Correlation.

    Leo Breiman;Jerome H. Friedman

  • Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

    Noah Simon;Jerome H. Friedman;Trevor Hastie;Rob Tibshirani

  • A Sparse-Group Lasso

    Noah Simon;Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • On Bias, Variance, 0/1—Loss, and the Curse-of-Dimensionality

    Jerome H. Friedman

Frequent Co-Authors

B. Flaugher
B. Flaugher Fermilab
Michelangelo L. Mangano
Michelangelo L. Mangano European Organization for Nuclear Research
Jay Hauser
Jay Hauser University of California, Los Angeles
Kiminori Kondo
Kiminori Kondo Japan Atomic Energy Agency
P. Lukens
P. Lukens Fermilab
David Saltzberg
David Saltzberg University of California, Los Angeles
J. Proudfoot
J. Proudfoot Argonne National Laboratory
A. Menzione
A. Menzione Scuola Normale Superiore di Pisa

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Best Scientists Citing Jerome H. Friedman

Trending Scientists

Recently Published Articles