I’m a first year PhD student in the Department of Computer and Information Science at the University of Pennsylvania, advised by Surbhi Goel.

I’m interested in understanding deep learning through mathematical and scientific means.

I did my undergraduate in computer science at Princeton University.

Research

The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
With Benjamin Edelman, Surbhi Goel, Eran Malach, and Nikolaos Tsilivis
preprint