Scholar
Andreas Krause
Google Scholar ID: eDHv58AAAAAJ
Professor of Computer Science, ETH Zurich
Machine Learning
Artificial Intelligence
Computational Sustainability
Submodularity
Bayesian Optimization
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
31,908
H-index
90
i10-index
301
Publications
20
Co-authors
170
list available
Publications
25 items
Task Vector Descent: Learning from Non-IID Batches
2026
Cited
0
On Repulsive and Attractive Teachers: Separating Correctness from Behavior in Self-Distillation
2026
Cited
0
Enhancing VLM Reward Models Through Structure-Aware Fine-Tuning
2026
Cited
0
Partition, Prompt, Aggregate: Statistical Self-Consistency in Language Models
2026
Cited
0
Uncertainty Quantification for Flow-Based Vision-Language-Action Models
2026
Cited
0
Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules
2026
Cited
0
Generative Molecular Morphing for Flexible-Size Design via Unbalanced Optimal Transport
2026
Cited
0
Constrained Flow Optimization via Sequential Fine Tuning for Molecular Design
2026
Cited
0
Load more
Resume
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
17 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
Adish Singla
Tenured Faculty, Max Planck Institute for Software Systems (MPI-SWS), Germany
Mojmír Mutný
ETH
Ilija Bogunovic
Assistant professor, UCL
Daniel Golovin
Google
Mario Lučić
Research Scientist, Google DeepMind