How rotational invariance of common kernels prevents generalization in high dimensions.

Konstantin Donhauser Mingqi Wu Fanny Yang

Published in: ICML (2021)

Keyphrases

high dimensions
high dimensional
high dimensional data
high dimensional spaces
indexing schemes
kernel function
poor quality
feature space
kernel methods
database
learning algorithm
support vector
data points
nearest neighbor
region of interest