Vishesh Prasad
I am a current MS/PhD student in ECE at the University of Illinois Urbana-Champaign. I graduated in May 2025 from the University of Illinois Urbana-Champaign with a B.S. in Computer Engineering and minors in Mathematics, Statistics, and Econometrics.
My research interests broadly lie in exploring the theoretical and algorithmic foundations of statistical machine learning, with a particular focus on sequential decision making, reinforcement learning, multi-agent systems, language models, mathematical reasoning, and game theory. I am especially interested in studying learning in complex environments.
selected publications
- Mathematical Derivation Graphs: A Task for Summarizing Equation Dependencies in STEM Manuscripts2024