An iterative algorithm for singular value decomposition on noisy incomplete matrices.

KyungHyun Cho Nima Reyhani

Published in: IJCNN (2012)

Keyphrases

singular value decomposition
singular values
reconstruction error
objective function
dimension reduction
low rank approximation
k means
dimensionality reduction
input data
matrix decomposition
least squares
incomplete data
null space
correlation matrix
qr decomposition