karuna

I am an incoming Masters student at the Universtiy of Tübingen in the Machine Learning program. I previously worked as a Research Assistant at PreCog with Prof. Ponnurangam Kumaraguru where my research was focused on social networks and model evaluations. I graduated with a BTech. in Computer Science from PES University and had worked under Dr. Sudeepa Roy Dey during my undergraduate capstone project.
My domain of interests is very broadly Trustworthy ML. More specifically, I am interested in model failures due to OOD, spurious correlations, and adversarial attacks and in understanding the underlying model representations in these scenarios.
news
May 01, 2025 | Our paper on model similarity accepted at ICML'25 as a spotlight poster. |
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Apr 28, 2025 | Our work won the best paper award. |
Mar 05, 2025 | Our paper on model similarity accepted at SSI-FM ICLR'25. |
Jan 27, 2025 | Our work on reddit controversial post detection accepted at BeyondFacts WWW'25. |
May 31, 2024 | Graduated with a B.Tech in Computer Science and Engineering from PES University. |