Generalization error bounds for kernel matrix completion and extrapolation

Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis

Prior information can be incorporated in matrix completion to improve estimation accuracy and extrapolate the missing entries. Reproducing kernel Hilbert spaces provide tools to le…