A Maximum Principle Argument for the Uniform Convergence of Graph Laplacian Regressors.

Nicolás García Trillos Ryan W. Murray

Published in: SIAM J. Math. Data Sci. (2020)

Keyphrases

uniform convergence
learning rate
reproducing kernel hilbert space
real valued
spectral clustering
random walk
euclidean space
vc dimension
kernel machines
generalization error
pairwise
sample complexity
upper bound
supervised learning
machine learning
similarity measure
decision trees
learning algorithm