karuna

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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.
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.