Almost-sure quasi-optimal approximation in reproducing kernel Hilbert spaces.

Philipp Trunschke Anthony Nouy

Published in: CoRR (2024)

Keyphrases

reproducing kernel hilbert space
closed form
gaussian kernels
reproducing kernel
feature selection
kernel function
kernel methods
error bounds
euclidean space
feature vectors
least squares
kernel matrix
uniform convergence
covering numbers