Junwen Yao

Error Estimation for Random Fourier Features

2023 · arXiv (Cornell University)

Random Fourier Features (RFF) is among the most popular and broadly applicable approaches for scaling up kernel methods. In essence, RFF allows the user to avoid costly computations on a large kernel matrix via a …