Approximate regularization paths for nuclear norm minimization using singular value bounds.

Niklas Blomberg Cristian R. Rojas Bo Wahlberg

Published in: SP/SPE (2015)

Keyphrases

singular values
matrix completion
nuclear norm minimization
singular value decomposition
rank minimization
lower bound
low rank
norm minimization
viewpoint
worst case
fundamental matrix
image pairs
regularization parameter
data sets
higher order
small number
learning algorithm
machine learning