Search Results for author: John Paul Ryan

Found 2 papers, 1 papers with code

Linear Time Kernel Matrix Approximation via Hyperspherical Harmonics

no code implementations8 Feb 2022 John Paul Ryan, Anil Damle

We propose a new technique for constructing low-rank approximations of matrices that arise in kernel methods for machine learning.

The Fast Kernel Transform

1 code implementation8 Jun 2021 John Paul Ryan, Sebastian Ament, Carla P. Gomes, Anil Damle

Kernel methods are a highly effective and widely used collection of modern machine learning algorithms.

Gaussian Processes

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