From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians.

Matthias Hein Jean-Yves Audibert Ulrike von Luxburg

Published in: COLT (2005)

Keyphrases

pointwise
weighted sum
polynomial approximation
graph laplacian
nonparametric regression
image data
manifold learning
machine learning
multimedia
low dimensional
euclidean space
roc curve
confidence intervals