I am a first year PhD student at AMLab / Delta Lab supervised by Eric Nalisnick. Previously, I studied Electrical Engineering at the Indian Institute of Technology Patna (IITP) and Artificial Intelligence at the University of Amsterdam (UvA).
My general research interests are in AI safety and responsible AI, and aim to build systems that are maximally useful to the society with provable guarantees. To this end, I am excited about uncertainty quantification and decision making, human-AI compatibility and complementarity, deferral systems, etc.
|Nov 21, 2023||Reviewed for ICML’23, NeurIPS’23, and partially for ICLR’24. Also listed as one of the top reviewers for NeurIPS’23.|
|Nov 1, 2023||Teaching Assistant for the graduate course Human-in-the-Loop Machine Learning at UvA.|
|Sep 24, 2023||Had a great time attending GenU and ISIPTA earlier this year.|
|Sep 18, 2023||I was nominated as an ELLIS PhD student.|
|Apr 25, 2023||Attended and presented a paper at AISTATS’23 in sunny Valencia.|
AISTATSLearning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal EnsemblesIn Poceedings of the 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023
ICMLCalibrated Learning to Defer with One-vs-All ClassifiersIn Proceedings of the 39th International Conference on Machine Learning (ICML) 2022