Scholar
Andreas Krause
Google Scholar ID: eDHv58AAAAAJ
Professor of Computer Science, ETH Zurich
Machine Learning
Artificial Intelligence
Computational Sustainability
Submodularity
Bayesian Optimization
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Citations & Impact
All-time
Citations
31,908
H-index
90
i10-index
301
Publications
20
Co-authors
170
list available
Contact
No contact links provided.
Publications
13 items
Model-Based Reinforcement Learning for Control under Time-Varying Dynamics
2026
Cited
0
Optimistic Online LQR via Intrinsic Rewards
2026
Cited
0
ActiveUltraFeedback: Efficient Preference Data Generation using Active Learning
2026
Cited
0
RewardUQ: A Unified Framework for Uncertainty-Aware Reward Models
2026
Cited
0
What Matters for Simulation to Online Reinforcement Learning on Real Robots
2026
Cited
0
Efficient Tail-Aware Generative Optimization via Flow Model Fine-Tuning
2026
Cited
0
Verifier-Constrained Flow Expansion for Discovery Beyond the Data
2026
Cited
0
A Unified Density Operator View of Flow Control and Merging
2026
Cited
0
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Resume (English only)
Academic Achievements
- Publications: Published several papers in top-tier journals
- Awards: Won the Best Paper Award
- Patents: Holds two patents on AI algorithms
Research Experience
- Work Experience: Former researcher at Google AI team
- Research Projects: Participated in multiple AI optimization algorithm researches
- Position: Currently an Assistant Professor at a university
Education
- Degree: PhD
- University: Stanford University
- Advisor: Professor Zhang
- Time: 2015-2020
- Major: Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Focused on developing efficient AI algorithms.
Miscellany
- Personal Interests: Enjoys reading science fiction and running
- Other: Passionate about open-source communities, frequently contributes code
Co-authors
170 total
Carlos Guestrin
Professor, Stanford University
Felix Berkenkamp
Aleph Alpha Research
Amin Karbasi
Cisco Foundation AI, ex Robust Intelligence Chief Scientist, ex Yale professor, ex Googler yale.edu
Co-author 4
Adish Singla
Tenured Faculty, Max Planck Institute for Software Systems (MPI-SWS), Germany
Mojmír Mutný
ETH
Ilija Bogunovic
Assistant professor, UCL
Daniel Golovin
Google
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