2 papers
math.AP2025
Uniform Convergence of Adversarially Robust Classifiers
Rachel Morris, Ryan Murray
In recent years there has been significant interest in the effect of different types of adversarial perturbations in data classification problems. Many of these models incorporate…
math.ST2024
Large data limits and scaling laws for tSNE
Ryan Murray, Adam Pickarski
This work considers large-data asymptotics for t-distributed stochastic neighbor embedding (tSNE), a widely-used non-linear dimension reduction algorithm. We identify an appropriat…