World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
62
Citations
20700
World Ranking
463
National Ranking
20

Alexandre B. Tsybakov 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 Alexandre B. Tsybakov 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: 178 publications — 52nd percentile

52% of scientists in this discipline score the same or lower.

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

Alexandre B. Tsybakov 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 Alexandre B. Tsybakov 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: 62 D-Index — 87th percentile

87% of scientists in this discipline score the same or lower.

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

Overview

Alexandre B. Tsybakov is affiliated with the École Nationale de la Statistique et de l'Administration Économique in France. Their scholarly work broadly spans the fields of Mathematics and Computer Science, with a particular focus on subfields such as Statistics and Probability, Artificial Intelligence, Computational Mechanics, Management Science and Operations Research, and Statistical and Nonlinear Physics.

Their research covers a variety of topics, featuring prominently in areas like Statistical Methods and Inference, Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Advanced Bandit Algorithms Research, Complex Network Analysis Techniques, Numerical Methods in Inverse Problems, and Gaussian Processes and Bayesian Inference.

Tsybakov has contributed to numerous academic publications, including works appearing in the following venues:

  • arXiv (Cornell University)
  • The Annals of Statistics
  • Bernoulli
  • IEEE Transactions on Information Theory
  • Oberwolfach Reports

Notable recent papers include:

  • Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits, 2020, arXiv (Cornell University)
  • On estimation of nonsmooth functionals of sparse normal means, 2020, Bernoulli
  • Assigning topics to documents by successive projections, 2023, The Annals of Statistics
  • Estimation of the ℓ2-norm and testing in sparse linear regression with unknown variance, 2022, Bernoulli

Over the course of their career, Tsybakov has collaborated frequently with several researchers, including:

  • Massimiliano Pontil
  • Arya A. Akhavan
  • Suzanne Sigalla
  • Mohamed Ndaoud
  • Olivier Collier

The scope of their work integrates advanced statistical methodologies and optimization techniques, often intersecting with theoretical aspects of machine learning and signal processing.

Best Publications

  • Introduction to Nonparametric Estimation

    Alexandre B. Tsybakov

  • SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR

    Peter J. Bickel;Ya' Acov Ritov;Alexandre B. Tsybakov

  • Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion

    Vladimir Koltchinskii;Karim Lounici;Alexandre B. Tsybakov

  • Minimax theory of image reconstruction

    A. P. Korostelev;A. B Tsybakov

  • Smooth Discrimination Analysis

    Enno Mammen;Alexandre B. Tsybakov

  • Sparsity oracle inequalities for the Lasso

    Florentina Bunea;Alexandre Tsybakov;Marten Wegkamp

  • Estimation of high-dimensional low-rank matrices

    Angelika Rohde;Alexandre B. Tsybakov

  • Oracle Inequalities and Optimal Inference under Group Sparsity

    Karim Lounici;Massimiliano Pontil;Sara van de Geer;Alexandre B. Tsybakov

  • Aggregation for Gaussian regression

    Florentina Bunea;Alexandre B. Tsybakov;Marten H. Wegkamp

  • Fast learning rates for plug-in classifiers

    Jean-Yves Audibert;Alexandre B. Tsybakov

  • Optimal Rates of Aggregation

    Alexandre B. Tsybakov

  • Local polynomial estimators of the volatility function in nonparametric autoregression

    W. Härdle;A. Tsybakov

  • On nonparametric estimation of density level sets

    A. B. Tsybakov

  • Regularization in Statistics

    Peter J. Bickel;Bo Li;Alexandre B. Tsybakov;Sara A. van de Geer

  • Efficient Estimation of Monotone Boundaries

    A.P. Korostelev;Léopold Simar;A.B. Tsybakov

  • Introduction à l'estimation non-paramétrique

    Alexandre B. Tsybakov

  • Exponential Screening and optimal rates of sparse estimation

    Philippe Rigollet;Alexandre Tsybakov

  • Taking Advantage of Sparsity in Multi-Task Learning

    Karim Lounici;Massimiliano Pontil;Alexandre B. Tsybakov;Sara A. van de Geer

  • Sharp adaptation for inverse problems with random noise

    Laurent Cavalier;Alexandre Tsybakov

  • Oracle inequalities for inverse problems

    L. Cavalier;G. K. Golubev;D. Picard;A. B. Tsybakov

  • Nuclear norm penalization and optimal rates for noisy low rank matrix completion

    Vladimir Koltchinskii;Alexandre B. Tsybakov;Karim Lounici

  • Fast learning rates for plug-in classifiers under the margin condition

    Jean-Yves Audibert;Alexandre B. Tsybakov

Frequent Co-Authors

Wolfgang Karl Härdle
Wolfgang Karl Härdle Humboldt-Universität zu Berlin
Anatoli Juditsky
Anatoli Juditsky Grenoble Alpes University
Vladimir Koltchinskii
Vladimir Koltchinskii Georgia Institute of Technology
Massimiliano Pontil
Massimiliano Pontil Italian Institute of Technology
Enno Mammen
Enno Mammen Heidelberg University
Gerard Kerkyacharian
Gerard Kerkyacharian Université Paris Cité
Peter J. Bickel
Peter J. Bickel University of California, Berkeley

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