2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.DS2025
The Distributional Koopman Operator for Random Dynamical Systems
Maria Oprea, Alex Townsend, Yunan Yang
The Distributional Koopman Operator (DKO) is introduced as a way to perform Koopman analysis on random dynamical systems where only aggregate distribution data is available, thereb…
cs.LG2022★ 2 cited
Tuning Frequency Bias in Neural Network Training with Nonuniform Data
Annan Yu, Yunan Yang, Alex Townsend
Small generalization errors of over-parameterized neural networks (NNs) can be partially explained by the frequency biasing phenomenon, where gradient-based algorithms minimize the…