A Novel Enriched Version of Truncated Nuclear Norm Regularization for Matrix Completion of Inexact Observed Data.
Tayyebeh SaeediMansoor RezghiPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- matrix completion
- norm regularization
- low rank
- convex optimization
- canonical correlation analysis
- singular values
- rank aggregation
- missing data
- incomplete data
- collaborative filtering
- sparse representation
- kernel matrix
- convex relaxation
- singular value decomposition
- protein interaction networks
- stochastic gradient descent
- linear combination
- group lasso
- semi supervised
- matrix factorization
- regression model
- theoretical guarantees