New Restricted Isometry results for noisy low-rank recovery.
Karthik MohanMaryam FazelPublished in: ISIT (2010)
Keyphrases
- low rank
- missing data
- matrix factorization
- convex optimization
- linear combination
- rank minimization
- low rank matrix
- singular value decomposition
- matrix completion
- kernel matrix
- high dimensional data
- semi supervised
- incomplete data
- high order
- matrix decomposition
- non rigid structure from motion
- minimization problems
- low rank representation
- low rank matrices
- robust principal component analysis
- data matrix
- missing values
- dimensionality reduction
- collaborative filtering
- least squares
- pattern recognition
- image segmentation
- machine learning