Scholar
Stephan Mandt
Google Scholar ID: HOrGe7wAAAAJ
Associate Professor, University of California, Irvine
Citations & Impact
Citations
7,420
H-index
39
i10-index
78
Publications
20
Co-authors
42
list available
Publications
Resume (English only)
Academic Achievements
- NSF CAREER Award recipient
- UCI ICS Mid-Career Excellence in Research Award
- Mercator Fellowship from the German Research Foundation (DFG)
- Kavli Fellow of the U.S. National Academy of Sciences
- Member of the ELLIS Society
- Action Editor for Journal of Machine Learning Research and Transactions on Machine Learning Research
- Regular Senior Area Chair for NeurIPS, ICML, and ICLR
- Program Chair for AISTATS 2024 and General Chair for AISTATS 2025
- Organized tutorials at NeurIPS, AAAI, and UAI
- Research funded by NSF, DARPA, IARPA, DOE, Disney, Intel, and Qualcomm
Background
- Associate Professor of Computer Science and Statistics at the University of California, Irvine
- Co-Director of the AI in Science Institute
- AI Resident and Investigator at the Chan Zuckerberg Initiative
- Research focuses on foundational and applied aspects of generative AI, including deep generative modeling, uncertainty quantification, neural data compression, and AI for science
- Emphasizes resource-efficient learning and inference algorithms, and AI-driven scientific discovery
- Research interests include generative modeling of 2D, 3D, and sequential data, compression, and inference algorithms
