Local Intrinsic Dimensionality I: An Extreme-Value-Theoretic Foundation for Similarity Applications.

Michael E. Houle

Published in: SISAP (2017)

Keyphrases

intrinsic dimensionality
extreme values
vector space
noisy data
similarity measure
probability density
dimensionality reduction
distance measure
distance function
data streams
neural network
computer vision