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Bounds on the largest singular value of a matrix and the convergence of simultaneous and block-iterative algorithms for sparse linear systems.
Charles Byrne
Published in:
Int. Trans. Oper. Res. (2009)
Keyphrases
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iterative algorithms
singular values
sparse linear systems
singular value decomposition
linear systems
low rank
iterative methods
fundamental matrix
singular vectors
dual formulation
neural network
machine learning
least squares
dimensionality reduction
pattern recognition
low rank approximation