Associate Professor, University of Illinois at Chicago
1 paper at NeurIPS 2025
This paper analyzes PEFT of LLMs via linearization, showing how an explicit inductive bias connects fine-tuning dynamics to NTKs and offering theoretical and empirical insights into when linearization accurately predicts adaptation performance.
