Matrix Completion and Extrapolation via Kernel Regression.
Pere Giménez-FebrerAlba Pagès-ZamoraGeorgios B. GiannakisPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- kernel regression
- matrix completion
- incomplete data
- low rank
- regression model
- nadaraya watson
- linear regression
- singular values
- missing values
- collaborative filtering
- missing data
- rank aggregation
- regression methods
- parameter optimization
- convex relaxation
- bayesian networks
- singular value decomposition
- matrix factorization
- learning algorithm
- em algorithm
- semi supervised
- probabilistic model
- data analysis
- support vector