Statistical Artificial Intelligence and Relational Learning Group is interested in making smart machines that humans can use reliably in their everyday lives. Artificial Intelligence (AI) has made tremendous progress since its early days, and its advancement has helped shape the progress of research in many other fields. Traditionally, AI is used with either the logical approach to address structured problems or with the statistical approach to handle uncertainty. Our research interests lie at the intersection: advancement and application of algorithms that can do both.
Research Highlights

Latest News
20 Jun 2026 Prof. Sriraam Natarajan Appointed Presidential Distinguished Fellow for Artificial Intelligence at UT Dallas!
Prof. Sriraam Natarajan has been appointed as the Presidential Distinguished Fellow for Artificial Intelligence at Th...
07 Apr 2026 Congratulations to Dr. Karanam for successfully defending his thesis!
We are delighted to announce that Athresh successfully defended his PhD dissertation, “Effective, Efficient, and Expl...
12 Feb 2026 Prof. Natarajan Featured on NBC DFW Live: 'Romance in the Age of AI'
Prof. Natarajan recently appeared on NBC DFW to discuss the timely topic, “Romance in the Age of AI.” During the segm...
16 Sep 2025 Our paper titled Human-Allied Relational Reinforcement Learning has been accepted to ACS 2025
Our paper titled “Human-Allied Relational Reinforcement Learning” has been accepted to the 12th Annual Conference on ...
14 Jul 2025 Congratulations to Dr. Mathur for successfully defending his thesis!
Dr. Saurabh Sanjay Mathur defended his PhD dissertation on “AI-in-the-loop for Effective Healthcare” on 14th July, 20...
For previous news, see the News Archive
Funding History
2020
2019
2018
2012
Acknowledgements