Ritwik’s Academic Webpage
Hi, I am a final year PhD candidate in Statistics at University of Texas at Austin. I am currently doing research broadly related to building robust and reliable machine learning models for decison making. To learn more about my research, please check out Research where i give a brief overview. To check out the projects, see Publications . I hope to talk about my projects in more detail later in blog posts and share the slides as well. At UT, I am advised by Dr. Arya Farahi and also a part of CosmicAI institute.
If you’d like to know more about me, I also have a personal website. It is more of a creative outlet, where I share my experiences and post some photos I took while travelling!
News
- June 2026 I am on the job market for positions beginning Summer 2027. Please get in touch if you’d like to discuss opportunities.
- May 2026 Won International Society of Bayesian Analysis Travel Award for presenting research at ISBA 2026
- March 2026 Awarded Outstanding Graduate Research Fellowship, covering funding for academic year 2026-2027.
- Feb 2026 New paper on measurement error out on arXiv.
- May 2025 Presented work on trustworthy ML at AISTATS 2025.
- May 2025 Won Keller Award for demonstrating exceptional leadership skills and supporting others during PhD.
Selected Publications
Convolutional Maximum Mean Discrepancy for Inference in Noisy Data
arXiv preprint, 2026
I-trustworthy Models: A Framework for Trustworthiness Evaluation of Probabilistic Classifiers
AISTATS (PMLR), 2025
U-trustworthy Models: Reliability, Competence, and Confidence in Decision-Making
AAAI Conference on Artificial Intelligence, 2024
