Fixed Point and Bregman Iterative Methods for Matrix Rank Minimization

Shiqian Ma Donald Goldfarb Lifeng Chen

Published in: CoRR (2009)

Keyphrases

fixed point
rank minimization
iterative methods
low rank
matrix completion
constrained optimization

sufficient conditions
computationally expensive
linear combination
dynamical systems
total variation
iterative algorithms

convex optimization
loss function
belief propagation
missing data
affinity matrix
matrix factorization

singular value decomposition
neural model
singular values
object recognition
semi supervised