Scholar
Amin Karbasi
Google Scholar ID: VusVB38AAAAJ
Cisco Foundation AI, ex Robust Intelligence Chief Scientist, ex Yale professor, ex Googler yale.edu
Citations & Impact
Citations
5,989
H-index
42
i10-index
102
Publications
20
Co-authors
188
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Won the Bell Labs Prize for Brain Mapping Technology, Robust Intelligence platform acquired by Cisco to enhance AI security for enterprises.
Research Experience
- Leads the I.I.D. group, focusing on addressing critical challenges in the real-world deployment of machine learning systems such as noise, malicious exploitation, outliers, variability in objectives, privacy concerns, and fairness. Research directions also include online learning, decision-making systems in complex environments, neuroimaging techniques, and combinatorial optimization problems.
Background
- Research interests include learning theory, optimization, and information processing. Aims to develop data-driven algorithms with strong theoretical guarantees that can automatically acquire and reason about highly uncertain information.
Miscellany
- Group member Javid Dadashkarimi graduated in July 2023, Qinghao Liang won the best paper award at GRAIL, Jane received a Graduate Fellowship for STEM diversity from NSA, and Chris Harshaw graduated in December 2021.
