Strongly Convex Programming for Exact Matrix Completion and Robust Principal Component Analysis
Hui ZhangJian-Feng CaiLizhi ChengJubo ZhuPublished in: CoRR (2011)
Keyphrases
- convex programming
- matrix completion
- low rank
- convex optimization
- rank minimization
- interior point methods
- convex relaxation
- linear programming
- missing data
- kernel matrix
- primal dual
- total variation
- matrix factorization
- learning algorithm
- linear combination
- high order
- singular values
- maximum likelihood
- probabilistic model
- image processing