Search Results for author: Pere Giménez-Febrer

Found 2 papers, 0 papers with code

Generalization error bounds for kernel matrix completion and extrapolation

no code implementations20 Jun 2019 Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis

This paper analyzes the generalization error of such approaches, and presents numerical tests confirming the theoretical results.

Matrix Completion

Matrix completion and extrapolation via kernel regression

no code implementations1 Aug 2018 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 data.

Matrix Completion regression

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