World's Best Scientists 2026 revealed!
Award Badge
Mathematics
USA
2026

D-Index & Metrics

Mathematics

D-Index
80
Citations
49760
World Ranking
139
National Ranking
80

Computer Science

D-Index
86
Citations
54351
World Ranking
748
National Ranking
396

Benjamin Recht publication distribution in Mathematics in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Benjamin Recht sits on this spectrum.

42–46 publications: 3 scientists 47–51 publications: 5 scientists 52–56 publications: 7 scientists 57–61 publications: 20 scientists 62–66 publications: 14 scientists 67–71 publications: 25 scientists 72–76 publications: 19 scientists 77–81 publications: 35 scientists 82–86 publications: 50 scientists 87–91 publications: 60 scientists 92–96 publications: 86 scientists 97–101 publications: 84 scientists 102–106 publications: 83 scientists 107–111 publications: 90 scientists 112–116 publications: 99 scientists 117–121 publications: 90 scientists 122–126 publications: 91 scientists 127–131 publications: 109 scientists 132–136 publications: 110 scientists 137–141 publications: 98 scientists 142–146 publications: 112 scientists 147–151 publications: 102 scientists 152–156 publications: 88 scientists 157–161 publications: 106 scientists 162–166 publications: 83 scientists 167–171 publications: 102 scientists 172–176 publications: 77 scientists 177–181 publications: 81 scientists 182–186 publications: 78 scientists 187–191 publications: 71 scientists 192–196 publications: 92 scientists 197–201 publications: 64 scientists 202–206 publications: 69 scientists 207–211 publications: 64 scientists 212–216 publications: 62 scientists 217–221 publications: 58 scientists 222–226 publications: 53 scientists 227–231 publications: 50 scientists 232–236 publications: 46 scientists 237–241 publications: 46 scientists 242–246 publications: 46 scientists 247–251 publications: 43 scientists 252–256 publications: 29 scientists 257–261 publications: 45 scientists 262–266 publications: 30 scientists 267–271 publications: 33 scientists 272–276 publications: 34 scientists 277–281 publications: 30 scientists 282–286 publications: 31 scientists 287–291 publications: 21 scientists 292–296 publications: 34 scientists 297–301 publications: 26 scientists 302–306 publications: 10 scientists 307–311 publications: 17 scientists 312–316 publications: 23 scientists 317–321 publications: 13 scientists 322–326 publications: 16 scientists 327–331 publications: 26 scientists 332–336 publications: 13 scientists 337–341 publications: 13 scientists 342–346 publications: 16 scientists 347–351 publications: 17 scientists 352–356 publications: 12 scientists 357–361 publications: 18 scientists 362–366 publications: 18 scientists 367–371 publications: 9 scientists 372–376 publications: 11 scientists 377–381 publications: 8 scientists 382–386 publications: 8 scientists 387–391 publications: 9 scientists 392–396 publications: 9 scientists 397–401 publications: 8 scientists 402–406 publications: 11 scientists 407–411 publications: 6 scientists 412–416 publications: 6 scientists 417–421 publications: 9 scientists 422–426 publications: 8 scientists 427–431 publications: 5 scientists 432–436 publications: 8 scientists 437–441 publications: 8 scientists 442–446 publications: 4 scientists 447–451 publications: 4 scientists 452–456 publications: 4 scientists 457–461 publications: 2 scientists 462–466 publications: 2 scientists 467–471 publications: 4 scientists 472–476 publications: 3 scientists 477–481 publications: 3 scientists 482–486 publications: 6 scientists 487–491 publications: 3 scientists 492–496 publications: 5 scientists 497–501 publications: 5 scientists 502–506 publications: 1 scientists 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientists 522–526 publications: 3 scientists 527–531 publications: 1 scientists 532–536 publications: 4 scientists 537+ publications: 100 scientists
42 publications 537+

This scientist: 156 publications — 41st percentile

41% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 537 publications or more.

Benjamin Recht D-index placement in Mathematics in 2026

The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Benjamin Recht sits on this spectrum.

30 D-Index: 174 scientists 31 D-Index: 151 scientists 32 D-Index: 174 scientists 33 D-Index: 117 scientists 34 D-Index: 136 scientists 35 D-Index: 127 scientists 36 D-Index: 145 scientists 37 D-Index: 153 scientists 38 D-Index: 150 scientists 39 D-Index: 150 scientists 40 D-Index: 138 scientists 41 D-Index: 136 scientists 42 D-Index: 93 scientists 43 D-Index: 108 scientists 44 D-Index: 115 scientists 45 D-Index: 112 scientists 46 D-Index: 103 scientists 47 D-Index: 75 scientists 48 D-Index: 59 scientists 49 D-Index: 67 scientists 50 D-Index: 60 scientists 51 D-Index: 57 scientists 52 D-Index: 59 scientists 53 D-Index: 62 scientists 54 D-Index: 60 scientists 55 D-Index: 50 scientists 56 D-Index: 42 scientists 57 D-Index: 54 scientists 58 D-Index: 50 scientists 59 D-Index: 42 scientists 60 D-Index: 41 scientists 61 D-Index: 35 scientists 62 D-Index: 40 scientists 63 D-Index: 21 scientists 64 D-Index: 31 scientists 65 D-Index: 27 scientists 66 D-Index: 29 scientists 67 D-Index: 19 scientists 68 D-Index: 25 scientists 69 D-Index: 17 scientists 70 D-Index: 18 scientists 71 D-Index: 12 scientists 72 D-Index: 14 scientists 73 D-Index: 13 scientists 74 D-Index: 18 scientists 75 D-Index: 9 scientists 76 D-Index: 11 scientists 77 D-Index: 10 scientists 78 D-Index: 9 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 10 scientists 82 D-Index: 5 scientists 83 D-Index: 5 scientists 84 D-Index: 13 scientists 85 D-Index: 6 scientists 86+ D-Index: 99 scientists
30 D-Index 86+

This scientist: 80 D-Index — 96th percentile

96% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 86 D-Index or more.

Research.com Recognitions

  • 2026 - Research.com Mathematics in United States Leader Award
  • 2025 - Research.com Mathematics in United States Leader Award
  • 2012 - Fellow of Alfred P. Sloan Foundation

Overview

Benjamin Recht is affiliated with the University of California, Berkeley in the United States. Their research spans multiple fields within computer science and engineering, focusing extensively on artificial intelligence and control systems.

The main fields of study for Benjamin Recht include:

  • Computer Science
  • Engineering

Their work further explores specialized subfields such as:

  • Artificial Intelligence
  • Control and Systems Engineering
  • Computer Vision and Pattern Recognition
  • Management Science and Operations Research
  • Media Technology

Benjamin Recht's research topics include:

  • Stochastic Gradient Optimization Techniques
  • Control Systems and Identification
  • Advanced Control Systems Optimization
  • Fault Detection and Control Systems
  • Domain Adaptation and Few-Shot Learning
  • Machine Learning and Data Classification
  • Advanced Vision and Imaging

Recent notable papers authored or co-authored by Benjamin Recht comprise:

  • "Understanding deep learning (still) requires rethinking generalization," 2021, Communications of the ACM
  • "Plenoxels: Radiance Fields without Neural Networks," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "Measuring Robustness to Natural Distribution Shifts in Image Classification," 2020, arXiv (Cornell University)
  • "A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery," 2020, arXiv (Cornell University)
  • "Neural Kernels Without Tangents," 2020, arXiv (Cornell University)

Frequent co-authors working alongside Benjamin Recht include:

  • Stephen J. Wright
  • Sara Fridovich-Keil
  • Esther Rolf
  • Sarah Dean

Benjamin Recht has been published frequently in venues such as:

  • arXiv (Cornell University)
  • Cambridge University Press eBooks
  • Communications of the ACM
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2021 60th IEEE Conference on Decision and Control (CDC)

In recognition of their contributions, Benjamin Recht was named a Fellow of the Alfred P. Sloan Foundation in 2012.

Best Publications

  • Exact matrix completion via convex optimization

    Emmanuel Candès;Benjamin Recht

  • Understanding deep learning (still) requires rethinking generalization

    Chiyuan Zhang;Samy Bengio;Moritz Hardt;Benjamin Recht

  • Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization

    Benjamin Recht;Maryam Fazel;Pablo A. Parrilo

  • Random Features for Large-Scale Kernel Machines

    Ali Rahimi;Benjamin Recht

  • Understanding deep learning requires rethinking generalization.

    Chiyuan Zhang;Samy Bengio;Moritz Hardt;Benjamin Recht

  • Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

    Benjamin Recht;Christopher Re;Stephen Wright;Feng Niu

  • HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

    Feng Niu;Benjamin Recht;Christopher Re;Stephen J. Wright

  • Plenoxels: Radiance Fields without Neural Networks

    Unknown

  • The Convex Geometry of Linear Inverse Problems

    Venkat Chandrasekaran;Benjamin Recht;Pablo A. Parrilo;Alan S. Willsky

  • Compressed Sensing Off the Grid

    Gongguo Tang;Badri Narayan Bhaskar;Parikshit Shah;Benjamin Recht

  • A Simpler Approach to Matrix Completion

    Benjamin Recht

  • The Marginal Value of Adaptive Gradient Methods in Machine Learning

    Ashia C. Wilson;Rebecca Roelofs;Mitchell Stern;Nathan Srebro

  • Tensor completion and low-n-rank tensor recovery via convex optimization

    Silvia Gandy;Benjamin Recht;Isao Yamada

  • Train faster, generalize better: stability of stochastic gradient descent

    Moritz Hardt;Benjamin Recht;Yoram Singer

  • Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints

    Laurent Lessard;Benjamin Recht;Andrew K. Packard

  • Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning

    Ali Rahimi;Benjamin Recht

  • Atomic Norm Denoising With Applications to Line Spectral Estimation

    Badri Narayan Bhaskar;Gongguo Tang;Benjamin Recht

  • Do ImageNet Classifiers Generalize to ImageNet

    Benjamin Recht;Rebecca Roelofs;Ludwig Schmidt;Vaishaal Shankar

  • A Tour of Reinforcement Learning: The View from Continuous Control

    Benjamin Recht

  • Gradient descent only converges to minimizers

    Jason D. Lee;Max Simchowitz;Michael I. Jordan;Benjamin Recht

  • On the Sample Complexity of the Linear Quadratic Regulator

    Sarah Dean;Horia Mania;Nikolai Matni;Benjamin Recht

Frequent Co-Authors

Michael I. Jordan
Michael I. Jordan University of California, Berkeley
Christopher Ré
Christopher Ré Stanford University
Moritz Hardt
Moritz Hardt Max Planck Institute for Intelligent Systems
Robert Nowak
Robert Nowak University of Wisconsin–Madison
Shivaram Venkataraman
Shivaram Venkataraman University of Wisconsin–Madison
Emmanuel J. Candès
Emmanuel J. Candès Stanford University
Kannan Ramchandran
Kannan Ramchandran University of California, Berkeley
Mahdi Soltanolkotabi
Mahdi Soltanolkotabi University of Southern California
Andrew Packard
Andrew Packard University of California, Berkeley
Jason D. Lee
Jason D. Lee Princeton University

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:

Related Online Degrees & Career Pathways

For students studying Mathematics in the USA, exploring related online degrees can open diverse career opportunities. One increasingly popular path is pursuing a data analytics master's degree. This program leverages mathematical skills to analyze complex datasets, making graduates valuable in tech, finance, and healthcare sectors.

Those interested in combining business acumen with their quantitative background might consider an MBA. Selecting from the list of easy MBA programs to get into or exploring the easiest MBA program options can help streamline the application process while still gaining key leadership skills.

For professionals focused on advanced leadership roles, a Doctor of Business Administration (DBA) offers deep expertise. Programs like the best 1 year DBA program online provide flexibility for working individuals aiming to advance their careers swiftly.

Overall, integrating mathematics with fields like analytics, business, and administration through these online degrees enables graduates to pursue dynamic career pathways tailored to their strengths and ambitions.

Best Scientists Citing Benjamin Recht

Trending Scientists

Recently Published Articles