Exact Error in Matrix Completion: Approximately Low-Rank Structures and Missing Blocks.
Agostino CapponiMihailo StojnicPublished in: CoRR (2024)
Keyphrases
- matrix completion
- low rank
- missing data
- incomplete data
- matrix factorization
- linear combination
- rank minimization
- low rank matrix
- convex optimization
- kernel matrix
- missing values
- norm minimization
- semi supervised
- singular values
- low rank matrices
- singular value decomposition
- trace norm
- high dimensional data
- high order
- minimization problems
- data matrix
- pattern recognition
- image classification
- low rank approximation
- affinity matrix
- collaborative filtering
- active learning
- recommender systems
- learning algorithm