Alternating direction method for approximating smooth feature vectors in Nonnegative Matrix Factorization.

Published in: MLSP (2014)

Keyphrases

nonnegative matrix factorization
feature vectors
objective function
alternating direction
similarity measure
pairwise
probabilistic model
computer vision
feature extraction
feature space
high dimensional
least squares
missing data
convergence rate