World's Best Scientists 2026 revealed!
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Roman Vershynin

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Mathematics 52 938 801 442 353 118 18785

Roman Vershynin publications per year

The chart shows the history of publications by Roman Vershynin between 2000 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Roman Vershynin published across 26 years, from 2000 to 2025, averaging 5.5 papers a year. Output peaked at 14 publications in 2018. 19 of the 142 publications appeared in the last two years.

No. of publications
5 10
Bar chart. Horizontal axis: year, 2000 to 2025. Vertical axis: number of publications, 0 to 14. Peak 14 publications in 2018. 2000: 3 publications 2001: 2 publications 2002: 3 publications 2003: 3 publications 2004: 6 publications 2005: 5 publications 2006: 8 publications 2007: 5 publications 2008: 6 publications 2009: 6 publications 2010: 2 publications 2011: 4 publications 2012: 3 publications 2013: 5 publications 2014: 4 publications 2015: 7 publications 2016: 7 publications 2017: 3 publications 2018: 14 publications 2019: 6 publications 2020: 3 publications 2021: 9 publications 2022: 3 publications 2023: 6 publications 2024: 11 publications 2025: 8 publications
2000 2025

142 publications in total across all disciplines

View publications per year as a table
Roman Vershynin: publications per year, 2000 to 2025
Year Publications
2000 3
2001 2
2002 3
2003 3
2004 6
2005 5
2006 8
2007 5
2008 6
2009 6
2010 2
2011 4
2012 3
2013 5
2014 4
2015 7
2016 7
2017 3
2018 14
2019 6
2020 3
2021 9
2022 3
2023 6
2024 11
2025 8
Total 142
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Roman Vershynin 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 Roman Vershynin sits on this spectrum.

No. of scientists
25 50 75 100
Bar chart with 100 bars. Horizontal axis: publications, 42–46 to 537+. Vertical axis: number of scientists, 0 to 112. Most scientists, 112, have 142–146 publications. The last bar groups every scientist with 537 publications or more. The highlighted bar, 117–121 publications, is where this scientist sits. 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 scientist 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientist 522–526 publications: 3 scientists 527–531 publications: 1 scientist 532–536 publications: 4 scientists 537+ publications: 100 scientists
42–46 publications 537+

This scientist: 118 publications — 20th percentile

20% of scientists in this discipline score the same or lower.

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

View publications distribution as a table
Number of Mathematics scientists by publication count, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
Publications Scientists This scientist
42–46 3
47–51 5
52–56 7
57–61 20
62–66 14
67–71 25
72–76 19
77–81 35
82–86 50
87–91 60
92–96 86
97–101 84
102–106 83
107–111 90
112–116 99
117–121 90 118
122–126 91
127–131 109
132–136 110
137–141 98
142–146 112
147–151 102
152–156 88
157–161 106
162–166 83
167–171 102
172–176 77
177–181 81
182–186 78
187–191 71
192–196 92
197–201 64
202–206 69
207–211 64
212–216 62
217–221 58
222–226 53
227–231 50
232–236 46
237–241 46
242–246 46
247–251 43
252–256 29
257–261 45
262–266 30
267–271 33
272–276 34
277–281 30
282–286 31
287–291 21
292–296 34
297–301 26
302–306 10
307–311 17
312–316 23
317–321 13
322–326 16
327–331 26
332–336 13
337–341 13
342–346 16
347–351 17
352–356 12
357–361 18
362–366 18
367–371 9
372–376 11
377–381 8
382–386 8
387–391 9
392–396 9
397–401 8
402–406 11
407–411 6
412–416 6
417–421 9
422–426 8
427–431 5
432–436 8
437–441 8
442–446 4
447–451 4
452–456 4
457–461 2
462–466 2
467–471 4
472–476 3
477–481 3
482–486 6
487–491 3
492–496 5
497–501 5
502–506 1
507–511 6
512–516 4
517–521 1
522–526 3
527–531 1
532–536 4
537+ 100
Download as CSV

Roman Vershynin 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 Roman Vershynin sits on this spectrum.

No. of scientists
50 100 150
Bar chart with 57 bars. Horizontal axis: D-Index, 30 to 86+. Vertical axis: number of scientists, 0 to 174. Most scientists, 174, have 30 D-Index. The last bar groups every scientist with 86 D-Index or more. The highlighted bar, 52 D-Index, is where this scientist sits. 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: 52 D-Index — 74th percentile

74% of scientists in this discipline score the same or lower.

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

View D-Index distribution as a table
Number of Mathematics scientists by D-index, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
D-Index Scientists This scientist
30 174
31 151
32 174
33 117
34 136
35 127
36 145
37 153
38 150
39 150
40 138
41 136
42 93
43 108
44 115
45 112
46 103
47 75
48 59
49 67
50 60
51 57
52 59 52
53 62
54 60
55 50
56 42
57 54
58 50
59 42
60 41
61 35
62 40
63 21
64 31
65 27
66 29
67 19
68 25
69 17
70 18
71 12
72 14
73 13
74 18
75 9
76 11
77 10
78 9
79 16
80 12
81 10
82 5
83 5
84 13
85 6
86+ 99
Download as CSV

Research.com Recognitions

  • 2005 - Fellow of Alfred P. Sloan Foundation

Overview

Roman Vershynin is affiliated with the University of California, Irvine in the United States. Their research contributions are primarily situated within the field of Computer Science, with significant focus on subfields such as Artificial Intelligence, Statistics and Probability, Computational Theory and Mathematics, Molecular Biology, and Computer Science Applications.

The primary topics addressed in their work include:

  • Privacy-Preserving Technologies in Data
  • Cryptography and Data Security
  • Random Matrices and Applications
  • Mobile Crowdsensing and Crowdsourcing
  • Neural Networks and Applications
  • Advanced Memory and Neural Computing
  • Stochastic processes and statistical mechanics

Roman Vershynin's publication record includes papers published across several journals and venues. Frequent outlets for their work are:

  • arXiv (Cornell University)
  • SIAM Journal on Mathematics of Data Science
  • Foundations of Computational Mathematics
  • The Annals of Probability
  • Random Matrices Theory and Application

Recent notable papers include:

  • Memory Capacity of Neural Networks with Threshold and Rectified Linear Unit Activations, 2020, SIAM Journal on Mathematics of Data Science
  • Marchenko-Pastur law with relaxed independence conditions, 2020, Random Matrices Theory and Application
  • Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data, 2022, Foundations of Computational Mathematics
  • The smallest singular value of inhomogeneous square random matrices, 2021, The Annals of Probability
  • Memory capacity of neural networks with threshold and ReLU activations, 2020, arXiv (Cornell University)

Collaborative work features frequent coauthors such as:

  • Thomas Strohmer
  • March T. Boedihardjo
  • Yizhe Zhu
  • Pierre Baldi
  • Yiyun He

Roman Vershynin was recognized as a Fellow of the Alfred P. Sloan Foundation in 2005. This distinction is noted without additional citation details.

Best Publications

  • Introduction to the non-asymptotic analysis of random matrices.

    Roman Vershynin

  • High-Dimensional Probability: An Introduction with Applications in Data Science

    Roman Vershynin

  • Uniform Uncertainty Principle and Signal Recovery via Regularized Orthogonal Matching Pursuit

    Deanna Needell;Roman Vershynin

  • Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit

    Deanna Needell;Roman Vershynin

  • A Randomized Kaczmarz Algorithm with Exponential Convergence

    Thomas Strohmer;Roman Vershynin

  • On sparse reconstruction from Fourier and Gaussian measurements

    Mark Rudelson;Roman Vershynin

  • Hanson-Wright inequality and sub-gaussian concentration

    Mark Rudelson;Roman Vershynin

  • Robust 1-bit Compressed Sensing and Sparse Logistic Regression: A Convex Programming Approach

    Y. Plan;R. Vershynin

  • One-Bit Compressed Sensing by Linear Programming

    Yaniv Plan;Roman Vershynin

  • The Littlewood-Offord problem and invertibility of random matrices

    Mark Rudelson;Roman Vershynin

  • Non-asymptotic Theory of Random Matrices: Extreme Singular Values

    Mark Rudelson;Roman Vershynin

  • Sampling from large matrices: An approach through geometric functional analysis

    Mark Rudelson;Roman Vershynin

  • Smallest singular value of a random rectangular matrix

    Mark Rudelson;Roman Vershynin

  • Error correction via linear programming

    Emmanuel Candes;Mark Rudelson;Terence Tao;Roman Vershynin

  • One sketch for all: fast algorithms for compressed sensing

    A. C. Gilbert;M. J. Strauss;J. A. Tropp;R. Vershynin

  • How Close is the Sample Covariance Matrix to the Actual Covariance Matrix

    Roman Vershynin

  • Sparse reconstruction by convex relaxation: Fourier and Gaussian measurements

    Mark Rudelson;Roman Vershynin

  • Geometric approach to error-correcting codes and reconstruction of signals

    Mark Rudelson;Roman Vershynin

  • Community detection in sparse networks via Grothendieck's inequality

    Olivier Guédon;Roman Vershynin

  • The Generalized Lasso With Non-Linear Observations

    Yaniv Plan;Roman Vershynin

  • The smallest singular value of a random rectangular matrix

    Mark Rudelson;Roman Vershynin

Frequent Co-Authors

Mark Rudelson
Mark Rudelson University of Michigan–Ann Arbor
Elizaveta Levina
Elizaveta Levina University of Michigan–Ann Arbor
Pierre Baldi
Pierre Baldi University of California, Irvine
Deanna Needell
Deanna Needell University of California, Los Angeles
Joel A. Tropp
Joel A. Tropp California Institute of Technology
Shahar Mendelson
Shahar Mendelson Texas A&M University
Martin J. Strauss
Martin J. Strauss University of Michigan–Ann Arbor
Anna C. Gilbert
Anna C. Gilbert Yale University
Thomas Strohmer
Thomas Strohmer University of California, Davis
Raja Giryes
Raja Giryes Tel Aviv University

External Links

Personal website of Roman Vershynin Google Scholar page

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Best Scientists Citing Roman Vershynin

Deanna Needell

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Holger Rauhut

Holger Rauhut

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Publications: 70

Yonina C. Eldar

Yonina C. Eldar

Weizmann Institute of Science

Publications: 53

Richard G. Baraniuk

Richard G. Baraniuk

Rice University

Publications: 50

Joel A. Tropp

Joel A. Tropp

California Institute of Technology

Publications: 49

Michael B. Wakin

Michael B. Wakin

Colorado School of Mines

Publications: 47

Rachel Ward

Rachel Ward

The University of Texas at Austin

Publications: 45

Shahar Mendelson

Shahar Mendelson

Texas A&M University

Publications: 44

Emmanuel J. Candès

Emmanuel J. Candès

Stanford University

Publications: 40

Van Vu

Van Vu

Yale University

Publications: 39

David P. Woodruff

David P. Woodruff

Carnegie Mellon University

Publications: 38

Tony Cai

Tony Cai

University of Pennsylvania

Publications: 38

Mark Rudelson

Mark Rudelson

University of Michigan–Ann Arbor

Publications: 38

Babak Hassibi

Babak Hassibi

California Institute of Technology

Publications: 38

Justin Romberg

Justin Romberg

Georgia Institute of Technology

Publications: 37

Jianqing Fan

Jianqing Fan

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Publications: 37

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