Scholar
Pratyush Maini
Google Scholar ID: 2jPsTDgAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
1,480
H-index
13
i10-index
14
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- Publications: Presented multiple oral and spotlight talks at major ML conferences such as NeurIPS, with one paper nominated for best paper award; Invited Talks: Including but not limited to ICML'25, Stanford NLP Seminar, ACL 2024, etc.
Research Experience
- Worked for a year in the AI Solutions Lab at Samsung R&D Headquarters; Conducted research internships at CMU, UIUC/UC Berkeley, UofT/Vector, and EPFL.
Education
- PhD: Machine Learning Department at Carnegie Mellon University, advised by Prof. Zico Kolter and Prof. Zachary Lipton; B.Tech: Computer Science and Engineering from IIT Delhi, thesis under Prof. Mausam.
Background
- Research Interests: Making machine learning systems trustworthy enough to be safely and reliably deployed outside the lab. Areas of Expertise: Machine Learning, Improving data quality, Evaluating and mitigating neural network memorization.
Miscellany
- Interests: Observing patterns and contemplating their applications; Other: Co-founder of DatologyAI, dedicated to advancing innovation in data science.
