Generalization Error Bounds for Kernel Matrix Completion and Extrapolation.
Pere Giménez-FebrerAlba Pagès-ZamoraGeorgios B. GiannakisPublished in: IEEE Signal Process. Lett. (2020)
Keyphrases
- matrix completion
- generalization error bounds
- low rank
- incomplete data
- kernel matrix
- generalization error
- collaborative filtering
- decision lists
- kernel methods
- rank aggregation
- matrix factorization
- convex relaxation
- singular values
- missing values
- convex optimization
- missing data
- kernel function
- linear combination
- multiple kernel learning
- support vector
- em algorithm
- feature space
- active learning
- objective function
- upper bound
- semi supervised
- data mining
- high order