Entry-Specific Bounds for Low-Rank Matrix Completion under Highly Non-Uniform Sampling.
Xumei XiChristina Lee YuYudong ChenPublished in: ISIT (2023)
Keyphrases
- matrix completion
- low rank
- matrix factorization
- linear combination
- missing data
- convex optimization
- rank minimization
- singular value decomposition
- low rank matrix
- high dimensional data
- semi supervised
- singular values
- kernel matrix
- low rank matrices
- trace norm
- norm minimization
- high order
- data sets
- affinity matrix
- collaborative filtering
- nuclear norm
- missing values
- incomplete data
- higher order
- principal component analysis
- worst case
- least squares
- machine learning