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Researcher · ETH Zurich · Switzerland

Andreas Krause

Andreas Krause publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics, on topics such as Machine Learning and Algorithms, Advanced Bandit Algorithms Research and Gaussian Processes and Bayesian Inference.

ORCID 0000-0001-7260-9673 OpenAlex
World rank
#24,462
of 7,710,434 ranked researchers
Rank in Switzerland
#515
of 80,918
Works
607
Citations
31k
Citations per work
51.8
h-index
84
i10-index 261Top 0.1% in Artificial Intelligence
Andreas Krause

What does Andreas Krause research?

Andreas Krause's work is mostly in Computer Science (42%), Decision Sciences (9%), Engineering (5%).

Physical Sciences: 283 works · 46.7% of their workComputer Science: 253 works · 41.7% of their workArtificial Intelligence: 192 works · 31.6% of their workComputational Theory and Mathematics: 36 works · 5.9% of their workComputer Networks and Communications: 25 works · 4.2% of their workEngineering: 30 works · 5.0% of their workControl and Systems Engineering: 30 works · 5.0% of their workEverything else: 245 works · 40.3% of their workSocial Sciences: 56 works · 9.3% of their workDecision Sciences: 56 works · 9.3% of their workManagement Science and Operations Research: 56 works · 9.3% of their workLife Sciences: 22 works · 3.7% of their workBiochemistry, Genetics and Molecular Biology: 22 works · 3.7% of their workMolecular Biology: 22 works · 3.7% of their workTHEIR WORKAndreas Krause607works
Life Sciences4%Physical Sciences47%Social Sciences9%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science25341.7%
    2. Engineering305.0%
  2. Everything else24540.3%
    1. Decision Sciences569.3%
    1. Biochemistry, Genetics and Molecular Biology223.7%
  1. 1Artificial Intelligence32% of their works
  2. 2Management Science and Operations Research9% of their works
  3. 3Computational Theory and Mathematics6% of their works
  4. 4Control and Systems Engineering5% of their works
  5. 5Computer Networks and Communications4% of their works
  6. 6Molecular Biology4% of their works

Research topics

Which keywords describe Andreas Krause's research?

The keywords of their largest research topics: Deep Learning, Gaussian Processes, Machine Learning, Bayesian Optimization, Hyperparameter Optimization, Active Learning, Semi-Supervised Learning and Bandit Optimization.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 21 words, with their numbers
  1. Deep Learning2633 topics
  2. Gaussian Processes2072 topics
  3. Machine Learning2072 topics
  4. Bayesian Optimization1482 topics
  5. Hyperparameter Optimization1472 topics
  6. Active Learning1161 topic
  7. Semi-Supervised Learning1161 topic
  8. Bandit Optimization1131 topic
  9. Contextual Bandits1131 topic
  10. Sparse Regression911 topic
  11. Variational Inference911 topic
  12. Neural Networks561 topic
  13. Reinforcement Learning561 topic
  14. Approximation Algorithms421 topic
  15. Combinatorial Optimization421 topic
  16. Evolutionary Algorithms351 topic
  17. Multiobjective Optimization351 topic
  18. Instance Selection341 topic
  19. Noisy Labels341 topic
  20. Mobile Robots291 topic
  21. Online Algorithms291 topic

Where does Andreas Krause work?

Andreas Krause's main affiliation in the publication record is ETH Zurich, Switzerland.

How many publications and citations does Andreas Krause have?

OpenAlex counts 607 works and 31,451 citations for Andreas Krause, an h-index of 84, ranking #24,462 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Andreas Krause

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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