An axiomatic approach to intrinsic dimension of a dataset.

Vladimir Pestov

Published in: Neural Networks (2008)

Keyphrases

intrinsic dimension
intrinsic dimensionality
high dimensions
nearest neighbor
dimension reduction
diffusion maps
data sets
similarity search
sparse representation
data distribution