Selecting the rank of truncated SVD by maximum approximation capacity.

Mario Frank Joachim M. Buhmann

Published in: ISIT (2011)

Keyphrases

singular value decomposition
low rank approximation
singular values
taylor series
singular vectors
least squares
approximation error
dimensionality reduction
maximum number
efficient computation
queueing networks
multiscale
approximation methods
case study
high capacity
total weight
absolute error
database