Optimized intrinsic dimension estimator using nearest neighbor graphs.

Kumar Sricharan Raviv Raich Alfred O. Hero III

Published in: ICASSP (2010)

Keyphrases

nearest neighbor
intrinsic dimension
high dimensional data
k nearest neighbor
knn
data points
training set
high dimensional
least squares
distance function
maximum likelihood
high dimensions
index structure
intrinsic dimensionality
machine learning
similarity search
dimension reduction
data structure