30 citations · 51 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Matrix completion and extrapolation via kernel regression
Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis
Matrix completion and extrapolation (MCEX) are dealt with here over reproducing kernel Hilbert spaces (RKHSs) in order to account for prior information present in the available dat…
Blind Multiclass Ensemble Classification
Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis
The rising interest in pattern recognition and data analytics has spurred the development of innovative machine learning algorithms and tools. However, as each algorithm has its st…