World's Best Scientists 2026 revealed!
Laurent El Ghaoui

Laurent El Ghaoui

D-Index & Metrics

Engineering and Technology

D-Index
58
Citations
29560
World Ranking
2419
National Ranking
4

Laurent El Ghaoui 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 Laurent El Ghaoui 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: 195 publications — 46th percentile

46% of scientists in this discipline score the same or lower.

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

Laurent El Ghaoui 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 Laurent El Ghaoui 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: 58 D-Index — 75th percentile

75% of scientists in this discipline score the same or lower.

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

Overview

Laurent El Ghaoui is affiliated with VinUniversity in Vietnam and has contributed extensively to the fields of Computer Science and Engineering. Their academic work spans subfields such as Artificial Intelligence, Control and Systems Engineering, Automotive Engineering, Computer Vision and Pattern Recognition, and Electrical and Electronic Engineering.

The scientist's recent research papers reflect a focus on machine learning, control theory, and mathematical approaches to data science. Key publications include:

  • Implicit Deep Learning, 2021, SIAM Journal on Mathematics of Data Science
  • Implicit Graph Neural Networks, 2020, arXiv (Cornell University)
  • Data-Driven Reachability Analysis with Christoffel Functions, 2021, 2021 60th IEEE Conference on Decision and Control (CDC)
  • Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems, 2022, Proceedings of the AAAI Conference on Artificial Intelligence
  • Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization, 2020, arXiv (Cornell University)

Some of the frequent co-authors associated with Laurent El Ghaoui include Armin Askari, Alicia Y. Tsai, Murat Arcak, Alexandre d'Aspremont, and Fangda Gu.

The range of publication venues where this scientist's work has appeared includes:

  • arXiv (Cornell University)
  • SIAM Journal on Mathematics of Data Science
  • 2021 60th IEEE Conference on Decision and Control (CDC)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Mathematics of Operations Research

Their research topics encompass:

  • Bayesian Modeling and Causal Inference
  • Model Reduction and Neural Networks
  • Fault Detection and Control Systems
  • Machine Learning and Algorithms
  • Probabilistic and Robust Engineering Design
  • Advanced Control Systems Optimization
  • Machine Learning and Data Classification

Laurent El Ghaoui has also contributed to academic books, including a publication through the Centre National de la Recherche Scientifique titled "L'italien pour tous - Nouvelle édition: Bescherelle" released in 2022.

Best Publications

  • Learning the Kernel Matrix with Semidefinite Programming

    Gert R. G. Lanckriet;Nello Cristianini;Peter Bartlett;Laurent El Ghaoui

  • Convex position estimation in wireless sensor networks

    L. Doherty;K.S.J. pister;L. El Ghaoui

  • A cone complementarity linearization algorithm for static output-feedback and related problems

    Unknown

  • Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data

    Onureena Banerjee;Laurent El Ghaoui;Alexandre d'Aspremont

  • Robust Solutions to Least-Squares Problems with Uncertain Data

    Laurent El Ghaoui;Hervé Lebret

  • Robust Solutions to Uncertain Semidefinite Programs

    Laurent El Ghaoui;Francois Oustry;Hervé Lebret

  • Theoretically Principled Trade-off between Robustness and Accuracy

    Hongyang Zhang;Yaodong Yu;Jiantao Jiao;Eric P. Xing

  • A Direct Formulation for Sparse PCA Using Semidefinite Programming

    Alexandre d'Aspremont;Laurent El Ghaoui;Michael I. Jordan;Gert R. G. Lanckriet

  • Robust solution to least squares problems with uncertain data

    Laurent El Ghaoui;Hervé Lebret

  • Worst-Case Value-At-Risk and Robust Portfolio Optimization: A Conic Programming Approach

    Laurent El Ghaoui;Maksim Oks;Francois Oustry

  • Robust Control of Markov Decision Processes with Uncertain Transition Matrices

    Arnab Nilim;Laurent El Ghaoui

  • On Distributionally Robust Chance-Constrained Linear Programs

    G. C. Calafiore;L. El Ghaoui

  • A robust minimax approach to classification

    Gert R.G. Lanckriet;Laurent El Ghaoui;Chiranjib Bhattacharyya;Michael I. Jordan

  • Advances in linear matrix inequality methods in control

    Laurent El Ghaoui;Silviu-Iulian Niculescu

  • History of linear matrix inequalities in control theory

    S. Boyd;V. Balakrishnan;E. Feron;L. El Ghaoui

  • First-Order Methods for Sparse Covariance Selection

    Alexandre d'Aspremont;Onureena Banerjee;Laurent El Ghaoui

  • Optimal Solutions for Sparse Principal Component Analysis

    Alexandre d'Aspremont;Francis Bach;Laurent El Ghaoui

  • Method of Centers for Minimizing Generalized Eigenvalues

    Stephen Boyd;Laurent El Ghaoui

  • Robust filtering for discrete-time systems with bounded noise and parametric uncertainty

    L. El Ghaoui;G. Calafiore

  • Control of rational systems using linear-fractional representations and linear matrix inequalities☆

    Laurent El Ghaoui;Gérard Scorletti

  • Learning the Kernel Matrix with Semi-Definite Programming

    Gert R. G. Lanckriet;Nello Christianini;Peter L. Bartlett;Laurent El Ghaoui

  • Full regularization path for sparse principal component analysis

    Alexandre d'Aspremont;Francis R. Bach;Laurent El Ghaoui

Frequent Co-Authors

Aharon Ben-Tal
Aharon Ben-Tal Technion – Israel Institute of Technology
Arkadi Nemirovski
Arkadi Nemirovski Georgia Institute of Technology
Giuseppe Carlo Calafiore
Giuseppe Carlo Calafiore Polytechnic University of Turin
Gert R. G. Lanckriet
Gert R. G. Lanckriet University of California, San Diego
Michael I. Jordan
Michael I. Jordan University of California, Berkeley
Stephen Boyd
Stephen Boyd Stanford University
Venkataramanan Balakrishnan
Venkataramanan Balakrishnan Purdue University West Lafayette
Eric Feron
Eric Feron King Abdullah University of Science and Technology
Francis Bach
Francis Bach École Normale Supérieure
Bin Yu
Bin Yu University of California, Berkeley

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