Majorized Proximal Alternating Imputation for regularized rank constrained matrix completion.
Shenfen KuangHongyang ChaoQia LiPublished in: J. Comput. Appl. Math. (2020)
Keyphrases
- matrix completion
- missing data
- norm minimization
- low rank
- missing values
- trace norm
- singular values
- rank aggregation
- nuclear norm
- incomplete data
- singular value decomposition
- matrix factorization
- least squares
- collaborative filtering
- data sets
- high dimensional data
- rank minimization
- protein interaction networks
- convex relaxation
- convex optimization