Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula.
Yuxuan ZhaoMadeleine UdellPublished in: CoRR (2020)
Keyphrases
- matrix completion
- low rank
- missing data
- matrix factorization
- convex optimization
- low rank matrix
- linear combination
- singular value decomposition
- semi supervised
- rank minimization
- high order
- norm minimization
- kernel matrix
- low rank matrices
- minimization problems
- singular values
- trace norm
- nuclear norm
- high dimensional data
- collaborative filtering
- incomplete data
- protein interaction networks
- missing values
- maximum likelihood
- low rank approximation
- small number
- graph cuts
- natural images
- pattern recognition