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Sparse and smooth canonical correlation analysis through rank-1 matrix approximation.
Abdeldjalil Aïssa-El-Bey
Abd-Krim Seghouane
Published in:
EURASIP J. Adv. Signal Process. (2017)
Keyphrases
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canonical correlation analysis
matrix approximation
least squares
theoretical guarantees
partial least squares
parameter estimation
computer vision
feature selection
pattern recognition
singular value decomposition
low rank matrix
feature space
nearest neighbor
input variables