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Lanczos, Householder transformations, and implicit deflation for fast and reliable dominant singular subspace computation.
Ricardo D. Fierro
Published in:
Numer. Linear Algebra Appl. (2001)
Keyphrases
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eigendecomposition
principal component analysis
high dimensional data
subspace clustering
efficient computation
database
image segmentation
high dimensional
covariance matrix
similarity measure
multiscale
data analysis
feature space
low dimensional
cost effective