Fixed Point and Bregman Iterative Methods for Matrix Rank Minimization
Shiqian MaDonald GoldfarbLifeng ChenPublished 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