2026 Andreas Krause: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	94	480	467	14	14	345	39210

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

3108
Citations
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

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

1668
Citations
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies

Andreas Krause;Ajit Singh;Carlos Guestrin

1639
Citations
A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

Eric Schulz;Maarten Speekenbrink;Andreas Krause

1528
Citations
Inferring networks of diffusion and influence

Manuel Gomez Rodriguez;Jure Leskovec;Andreas Krause

1466
Citations
Inferring Networks of Diffusion and Influence

Manuel Gomez-Rodriguez;Jure Leskovec;Andreas Krause

1383
Citations
Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting

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

987
Citations
Submodular Function Maximization

Andreas Krause;Daniel Golovin

970
Citations
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

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

792
Citations
Unfreezing the robot: Navigation in dense, interacting crowds

Peter Trautman;Andreas Krause

698
Citations
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

674
Citations
Adaptive submodularity: theory and applications in active learning and stochastic optimization

Daniel Golovin;Andreas Krause

647
Citations
Near-optimal sensor placements in Gaussian processes

Carlos Guestrin;Andreas Krause;Ajit Paul Singh

594
Citations
Near-optimal sensor placements: maximizing information while minimizing communication cost

Andreas Krause;Carlos Guestrin;Anupam Gupta;Jon Kleinberg

578
Citations
Safe Model-based Reinforcement Learning with Stability Guarantees

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

540
Citations
SenSay: a context-aware mobile phone

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

534
Citations
Near-optimal nonmyopic value of information in graphical models

Andreas Krause;Carlos Guestrin

515
Citations
Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks

Andreas Krause;Jure Leskovec;Carlos Guestrin;Jeanne VanBriesen

500
Citations
Efficient informative sensing using multiple robots

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

403
Citations
Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization

Thomas Desautels;Andreas Krause;Joel W. Burdick

400
Citations
Contextual Gaussian Process Bandit Optimization

Andreas Krause;Cheng S. Ong

324
Citations

Frequent Co-Authors

Carlos Guestrin Stanford University

Mario Lucic Google (United States)

Joachim M. Buhmann ETH Zurich

Stefanie Jegelka MIT

Eric Horvitz Microsoft (United States)

Jure Leskovec Stanford University

Anupam Gupta Carnegie Mellon University

Volkan Cevher École Polytechnique Fédérale de Lausanne

Krishna P. Gummadi Max Planck Institute for Software Systems

Bernhard Schölkopf Max Planck Institute for Intelligent Systems

External Links

Personal website of Andreas Krause Google Scholar page

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