Scholar
Aadirupa Saha
Google Scholar ID: 7a49tQYAAAAJ
Assistant Professor, UIC
Citations & Impact
Citations
898
H-index
16
i10-index
23
Publications
20
Co-authors
40
list available
Publications
Resume (English only)
Background
- Assistant Professor at the Department of Computer Science, University of Illinois Chicago (UIC)
- Member of the UIC CS Theory group and the IDEAL Institute
- Primary research focus: developing, improving, and theoretically analyzing Reinforcement Learning with Human Feedback (RLHF) algorithms
- Research areas: Machine Learning (especially Online Learning theory, Bandits, Reinforcement Learning), Optimization, Federated Learning, Differential Privacy, and Mechanism Design
- Aims to build large-scale, robust, and intelligent AI models for sequential decision-making under partial or restricted feedback such as user interactions, preferences, demonstrations, proxy observations, and rankings
