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Guy Lebanon

Guy Lebanon

Guy Lebanon publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Guy Lebanon sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

The last bar groups every scientist with 991 publications or more.

Guy Lebanon D-index placement in Computer Science in 2026

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

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

The last bar groups every scientist with 131 D-Index or more.

Overview

Guy Lebanon is affiliated with Google in the United States. Their research contributions currently include work published in 2025, primarily focusing on large-scale recommendation systems. Their recent paper is titled C2AL: Cohort-Contrastive Auxiliary Learning for Large-scale Recommendation Systems, published in arXiv (Cornell University).

Lebanon's collaborative network includes frequent co-authors involved in similar research areas. These co-authors are:

  • Mertcan Cokbas
  • Ziteng Liu
  • Elder Veliz
  • Ellie Wen
  • Huayu Li

Their work is disseminated mainly through the arXiv (Cornell University) platform, reflecting engagement with pre-publication and open-access scholarly communication channels.

The scope of Lebanon's research is centered on large-scale recommendation systems, involving technical and methodological challenges relevant to machine learning and data science. This is indicated by their focus on cohort-contrastive auxiliary learning strategies for improving recommendation quality on expansive datasets.

There are no listed awards, book publications, or specified main or subfields of study associated with Lebanon in the available data. The professional profile suggests a specialization within applied machine learning and recommender systems, underpinned by collaborative development and publication of new algorithms or frameworks.

Best Publications

  • Diffusion Kernels on Statistical Manifolds

    John Lafferty;Guy Lebanon

  • Cranking: Combining Rankings Using Conditional Probability Models on Permutations

    Guy Lebanon;John D. Lafferty

  • Boosting and Maximum Likelihood for Exponential Models

    Guy Lebanon;John D. Lafferty

  • Local Low-Rank Matrix Approximation

    Joonseok Lee;Seungyeon Kim;Guy Lebanon;Yoram Singer

  • Metric learning for text documents

    G. Lebanon

  • Isotonic Conditional Random Fields and Local Sentiment Flow

    Yi Mao;Guy Lebanon

  • Local collaborative ranking

    Joonseok Lee;Samy Bengio;Seungyeon Kim;Guy Lebanon

  • A Comparative Study of Collaborative Filtering Algorithms

    Joonseok Lee;Mingxuan Sun;Guy Lebanon

  • The Landmark Selection Method for Multiple Output Prediction

    Krishnakumar Balasubramanian;Guy Lebanon

  • Learning multiple-question decision trees for cold-start recommendation

    Mingxuan Sun;Fuxin Li;Joonseok Lee;Ke Zhou

  • LLORMA: local low-rank matrix approximation

    Joonseok Lee;Seungyeon Kim;Guy Lebanon;Yoram Singer

  • The Locally Weighted Bag of Words Framework for Document Representation

    Guy Lebanon;Yi Mao;Joshua Dillon

  • Riemannian Geometry and Statistical Machine Learning

    Guy Lebanon;John Lafferty

  • Visualizing Incomplete and Partially Ranked Data

    P. Kidwell;G. Lebanon;W.S. Cleveland

  • Information Diffusion Kernels

    Guy Lebanon;John D. Lafferty

  • PREA: personalized recommendation algorithms toolkit

    Joonseok Lee;Mingxuan Sun;Guy Lebanon

  • Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels

    Pinar Donmez;Guy Lebanon;Krishnakumar Balasubramanian

  • Mechanisms for database intrusion detection and response

    Ashish Kamra;Elisa Bertino;Guy Lebanon

  • Conditional Models on the Ranking Poset

    Guy Lebanon;John D. Lafferty

  • Sequential Document Visualization

    Yi Mao;J.V. Dillon;G. Lebanon

Frequent Co-Authors

John Lafferty
John Lafferty Yale University
Haesun Park
Haesun Park Georgia Institute of Technology
Yoram Singer
Yoram Singer Princeton University
Alfred M. Bruckstein
Alfred M. Bruckstein Technion – Israel Institute of Technology
Elisa Bertino
Elisa Bertino Purdue University West Lafayette
Irfan Essa
Irfan Essa Georgia Institute of Technology
Cristian Sminchisescu
Cristian Sminchisescu Google (United States)
Kevyn Collins-Thompson
Kevyn Collins-Thompson University of Michigan–Ann Arbor
Samy Bengio
Samy Bengio Apple (United States)
Saurabh Bagchi
Saurabh Bagchi Purdue University West Lafayette

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