2 papers
math.ST2025
Curvature of high-dimensional data
Jiayi Chen, Mohammad Javad Latifi Jebelli, Daniel N. Rockmore
We consider the problem of estimating curvature where the data can be viewed as a noisy sample from an underlying manifold. For manifolds of dimension greater than one there are mu…
cs.CL2025
A Stylometric Application of Large Language Models
Harrison F. Stropkay, Jiayi Chen, Mohammad J. Latifi +2
We show that large language models (LLMs) can be used to distinguish the writings of different authors. Specifically, an individual GPT-2 model, trained from scratch on the works o…