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Extreme-value-theoretic estimation of local intrinsic dimensionality.
Laurent Amsaleg
Oussama Chelly
Teddy Furon
Stéphane Girard
Michael E. Houle
Ken-ichi Kawarabayashi
Michael Nett
Published in:
Data Min. Knowl. Discov. (2018)
Keyphrases
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intrinsic dimensionality
extreme values
noisy data
vector space
dimensionality reduction
probability density
singular values
machine learning
decision making
feature extraction
high dimensional
parameter estimation
density estimation