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Persistent Homology in Sparse Regression and Its Application to Brain Morphometry.
Moo K. Chung
Jamie L. Hanson
Jieping Ye
Richard J. Davidson
Seth D. Pollak
Published in:
CoRR (2014)
Keyphrases
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sparse regression
persistent homology
cortical surface
feature selection and classification
topological features
morse theory
shape analysis
low rank
computational geometry
linear regression
magnetic resonance images
high dimensional
medical imaging
link prediction