World's Best Scientists 2026 revealed!
Andreas Krause

Andreas Krause

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Computer Science
Switzerland
2025

D-Index & Metrics

Computer Science

D-Index
94
Citations
39210
World Ranking
480
National Ranking
14

Andreas Krause 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 Andreas Krause 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+

This scientist: 345 publications — 81st percentile

81% of scientists in this discipline score the same or lower.

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

Andreas Krause 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 Andreas Krause 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+

This scientist: 94 D-Index — 97th percentile

97% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2025 - Research.com Computer Science in Switzerland Leader Award
  • 2022 - Research.com Computer Science in Switzerland Leader Award

Overview

Andreas Krause is affiliated with ETH Zurich in Switzerland and has focused their research primarily in the field of Computer Science. Within this broad area, their work concentrates on several subfields including Artificial Intelligence, Management Science and Operations Research, Molecular Biology, Control and Systems Engineering, and Computational Theory and Mathematics.

Their main research topics cover a diverse range of areas such as:

  • Advanced Bandit Algorithms Research
  • Machine Learning and Algorithms
  • Gaussian Processes and Bayesian Inference
  • Reinforcement Learning in Robotics
  • Machine Learning and Data Classification
  • Advanced Control Systems Optimization
  • Adversarial Robustness in Machine Learning

Andreas Krause has a significant publication record, with recent papers published in reputable venues. Selected recent works include:

  • Machine intelligence for chemical reaction space, 2022, Wiley Interdisciplinary Reviews Computational Molecular Science
  • Older age, comorbidity, glucocorticoid use and disease activity are risk factors for COVID-19 hospitalisation in patients with inflammatory rheumatic and musculoskeletal diseases, 2021, RMD Open
  • Learning single-cell perturbation responses using neural optimal transport, 2023, Nature Methods
  • Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics, 2021, Machine Learning
  • Coresets via Bilevel Optimization for Continual Learning and Streaming, 2020, arXiv (Cornell University)

Krause is also frequently published in the following academic venues:

  • arXiv (Cornell University)
  • Repository for Publications and Research Data (ETH Zurich)
  • Zeitschrift für Rheumatologie
  • Zenodo (CERN European Organization for Nuclear Research)
  • RMD Open

Collaborative work is an important part of their research activity. Their frequent co-authors include Charlotte Bunne, Mojmír Mutný, Ilija Bogunovic, Bhavya Sukhija, and Jonas Rothfuss.

Best Publications

  • Cost-effective outbreak detection in networks

    Jure Leskovec;Andreas Krause;Carlos Guestrin;Christos Faloutsos

  • Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

    Niranjan Srinivas;Andreas Krause;Matthias Seeger;Sham M. Kakade

  • Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies

    Andreas Krause;Ajit Singh;Carlos Guestrin

  • A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

    Eric Schulz;Maarten Speekenbrink;Andreas Krause

  • Inferring networks of diffusion and influence

    Manuel Gomez Rodriguez;Jure Leskovec;Andreas Krause

  • Inferring Networks of Diffusion and Influence

    Manuel Gomez-Rodriguez;Jure Leskovec;Andreas Krause

  • Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting

    N. Srinivas;A. Krause;S. M. Kakade;M. Seeger

  • Submodular Function Maximization

    Andreas Krause;Daniel Golovin

  • Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

    Niranjan Srinivas;Andreas Krause;Sham M. Kakade;Matthias Seeger

  • Unfreezing the robot: Navigation in dense, interacting crowds

    Peter Trautman;Andreas Krause

  • The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms

    Avi Ostfeld;James G. Uber;Elad Salomons;Jonathan W. Berry

  • Adaptive submodularity: theory and applications in active learning and stochastic optimization

    Daniel Golovin;Andreas Krause

  • Near-optimal sensor placements in Gaussian processes

    Carlos Guestrin;Andreas Krause;Ajit Paul Singh

  • Near-optimal sensor placements: maximizing information while minimizing communication cost

    Andreas Krause;Carlos Guestrin;Anupam Gupta;Jon Kleinberg

  • Safe Model-based Reinforcement Learning with Stability Guarantees

    Felix Berkenkamp;Matteo Turchetta;Angela P. Schoellig;Andreas Krause

  • SenSay: a context-aware mobile phone

    D. Siewiorek;A. Smailagic;J. Furukawa;A. Krause

  • Near-optimal nonmyopic value of information in graphical models

    Andreas Krause;Carlos Guestrin

  • Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks

    Andreas Krause;Jure Leskovec;Carlos Guestrin;Jeanne VanBriesen

  • Efficient informative sensing using multiple robots

    Amarjeet Singh;Andreas Krause;Carlos Guestrin;William J. Kaiser

  • Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization

    Thomas Desautels;Andreas Krause;Joel W. Burdick

  • Contextual Gaussian Process Bandit Optimization

    Andreas Krause;Cheng S. Ong

Frequent Co-Authors

Carlos Guestrin
Carlos Guestrin Stanford University
Mario Lucic
Mario Lucic Google (United States)
Eric Horvitz
Eric Horvitz Microsoft (United States)
Jure Leskovec
Jure Leskovec Stanford University
Anupam Gupta
Anupam Gupta Carnegie Mellon University
Volkan Cevher
Volkan Cevher École Polytechnique Fédérale de Lausanne
Joel W. Burdick
Joel W. Burdick California Institute of Technology
Bernhard Schölkopf
Bernhard Schölkopf Max Planck Institute for Intelligent Systems

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