Sumedha Chugh

Ph.D. student: IIIT-Delhi • Area of Research: Trustworthy AI

Hi 👋🏽

I am a Ph.D. student at Indraprastha Institute of Information Technology (IIIT), Delhi.
My advisor is Dr. Ranjitha Prasad and my core area of research is Trustworthy AI.
I completed my M.Tech from Delhi Technological University (formerly Delhi College of Engineering) in Signal Processing and Digital Design domain, and B.Tech from Banasthali University, Rajasthan in Electronics and Communications Engineering.
I have worked for Bosch Limited, Jaipur and Infosys Limited, Chandigarh.

Research paper titled “Informative Perturbation Selection for Uncertainty-Aware Post-hoc Explanations” has been accepted for publication in ECML PKDD 2026 and IEEE Information Theory Society (IEEE ITSoc) Summer School (See Publication)
05/2026 Our paper titled "SCoPE: Sampling with Confidence via Predictive Information for Local Explanations" has been accepted for poster presentation at WiML @ ICML 2026 (See Abstract)
Presented our work titled "Stable and Uncertainty-Aware Local Post-hoc Explanations Using Active Learning" at WiML @ NeurIPS 2025 (See Abstract)

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