Scholar
Aounon Kumar
Google Scholar ID: NjhpUykAAAAJ
Research Associate, Harvard University
Citations & Impact
Citations
1,593
H-index
15
i10-index
15
Publications
20
Co-authors
28
list available
Publications
Resume (English only)
Academic Achievements
- Papers accepted in prominent ML conferences like ICML, ICLR, and NeurIPS. Involved in collaborative projects within the academic community. Work featured in Science News Magazine, D^3 Institute at Harvard, The New York Times, The Washington Post, Bloomberg, Wired, New Scientist, The Register, and TechSpot.
Research Experience
- Currently a Postdoctoral Research Associate at Harvard University, working with Professor Himabindu Lakkaraju on trustworthy AI. Interned as an applied scientist at Amazon and a research intern at Nokia Bell Labs.
Education
- Ph.D. from the University of Maryland in certified robustness in machine learning, advised by Professors Soheil Feizi and Tom Goldstein; Master's from IIT Delhi; Bachelor's from IIT Mandi.
Background
- Research interests include trustworthy AI, with a focus on the robustness, security, and reliability of machine learning (ML) models. Has contributed to model robustness in various ML domains such as computer vision, reinforcement learning, and language modeling.
Miscellany
- Personal interests not mentioned
