Andreas Krause
Andreas Krause publishes mostly in Artificial Intelligence, Management Science and Operations Research and Control and Systems Engineering, on topics such as Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics and Machine Learning and Algorithms.
- World rank
- #13,877 of 1,633,909 ranked researchers
- Rank in Switzerland
- #322 of 19,404
- Works
- 162
- Citations
- 2.2k
- Citations per work
- 13.6
What does Andreas Krause research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence34% of their works
- 2Management Science and Operations Research12% of their works
- 3Control and Systems Engineering9% of their works
- 4Computational Theory and Mathematics7% of their works
- 5Automotive Engineering3% of their works
- 6Computer Vision and Pattern Recognition3% of their works
Research topics
Which keywords describe Andreas Krause's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Gaussian Processes, Bandit Optimization, Bayesian Optimization, Active Learning, Neural Networks and Reinforcement Learning.
- Mechanical Turk
- Crowdsourcing
- Model Predictive Control
- Approximation Algorithms
- Sparse Regression
- Reinforcement Learning
- Active Learning
- Bandit Optimization
- Machine Learning
- Deep Learning
- Gaussian Processes
- Bayesian Optimization
- Neural Networks
- Semi-Supervised Learning
- Variational Inference
- Combinatorial Optimization
- Optimization
- Fault Detection
- Process Monitoring
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 19 words, with their numbers
- Deep Learning433 topics
- Machine Learning343 topics
- Gaussian Processes282 topics
- Bandit Optimization161 topic
- Bayesian Optimization161 topic
- Active Learning151 topic
- Neural Networks151 topic
- Reinforcement Learning151 topic
- Semi-Supervised Learning151 topic
- Sparse Regression131 topic
- Variational Inference131 topic
- Approximation Algorithms81 topic
- Combinatorial Optimization81 topic
- Model Predictive Control71 topic
- Optimization71 topic
- Crowdsourcing61 topic
- Fault Detection61 topic
- Mechanical Turk61 topic
- Process Monitoring61 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?
Science Explorer counts 162 works and 2,196 citations for Andreas Krause, ranking #13,877 of 1,633,909 researchers worldwide on the composite 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
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