Minimax Rates for Estimating the Dimension of a Manifold.

Jisu Kim Alessandro Rinaldo Larry A. Wasserman

Published in: CoRR (2016)

Keyphrases

high dimension
lower dimension
low dimensional
high dimensional
manifold learning
worst case
rigid body
accurate estimation
riemannian manifolds
feature selection
feature space
evaluation function
data sets
lower dimensional
feature extraction
graph laplacian
intrinsic dimension