Probabilistic low-rank matrix completion on finite alphabets.
Jean LafondOlga KloppEric MoulinesJoseph SalmonPublished in: NIPS (2014)
Keyphrases
- matrix completion
- low rank
- low rank matrix approximation
- missing data
- rank minimization
- matrix factorization
- linear combination
- convex optimization
- low rank matrix
- singular value decomposition
- trace norm
- semi supervised
- singular values
- norm minimization
- high dimensional data
- low rank matrices
- probabilistic model
- bayesian networks
- kernel matrix
- high order
- nuclear norm
- minimization problems
- collaborative filtering
- protein interaction networks
- incomplete data
- gene expression