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  • Sowmya S Sundaram
Sowmya S Sundaram

Sowmya S Sundaram

Senior Research Scientist

CeRAI IIT Madras

Dr. Sowmya S. Sundaram is a research lead at CeRAI. Her research publications center on trustworthy AI in healthcare, bridging the gap between algorithms and real-world clinical application requirements. Previously, she held postdoctoral positions at Leibniz University Hannover (Germany) and Stanford University (USA) where she collaborated closely with the hospital environments at Hannover Medical School and Stanford School of Medicine. She earned her Master’s and PhD in Computer Science and Engineering from IIT Madras, following her Bachelors from SSN College of Engineering, Chennai.

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Publications

KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability
Krithi Shailya , Ananya Lakshmi Ravi , Sowmya S Sundaram , Gokul S Krishnan , Aditi Anand , Balaraman Ravindran
29th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2026) [Accepted] 2026
Judging LLM-as-a-Judge: Concerning Rubric Artifacts in LLM-based Automated Text Generation Evaluation
Anshul Bagaria , Sowmya S Sundaram , Gokul S Krishnan , Balaraman Ravindran
Conference on Empirical Methods in Natural Language Processing (EMNLP 2026) [To appear] 2026

Projects

Explainable RL for sequential decision making in healthcare systems
Gokul S Krishnan , Sowmya S Sundaram , Devika Jay
Explainability/InterpretabilityTechnical ResearchHealthcare
Generating Domain Context Grounded Natural Language Explanations for Healthcare Tasks
Sowmya S Sundaram , Gokul S Krishnan , Krithi Shailya , Venkatanathan K. V. , Ananya Lakshmi Ravi , Aditi Anand , Balaraman Ravindran
Technical ResearchExplainability/InterpretabilityHealthcare
Global Dialogue on AI Governance - AI Partnership Hub
Balaraman Ravindran , Geetha Raju , Gokul S Krishnan , Devika Jay , Sowmya S Sundaram , Aravind Reddy , Sudarsun Santhiappan
Technical ResearchPolicy ResearchSafety & RobustnessGovernance/Regulation
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