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Projection techniques to update the truncated SVD of evolving matrices.
Vassilis Kalantzis
Georgios Kollias
Shashanka Ubaru
Athanasios N. Nikolakopoulos
Lior Horesh
Kenneth L. Clarkson
Published in:
CoRR (2020)
Keyphrases
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singular value decomposition
singular values
null space
projection matrix
least squares
low rank
low rank approximation
dimension reduction
correlation matrix
dimensionality reduction
linear algebra
data matrix
singular vectors
latent semantic indexing
radon transform
projection method
database
principal component analysis
semi supervised
pattern recognition
information retrieval
projection matrices
neural network