Pere Giménez-Febrer

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Generalization Error Bounds

Singular Values

Matrix Completion

Nadaraya Watson

Top Venues

Signal Process.

IEEE Signal Process. Lett.

Publications

Pere Giménez-Febrer, Alba Pagès-Zamora, Ignacio Santamaría
Passive sampling in reproducing kernel Hilbert spaces using leverage scores. Signal Process. 199 (2022)
Vaibhav Garg, Pere Giménez-Febrer, Alba Pagès-Zamora, Ignacio Santamaría
DOA estimation via shift-invariant matrix completion. Signal Process. 183 (2021)
Vaibhav Garg, Pere Giménez-Febrer, Alba Pagès-Zamora, Ignacio Santamaría
Source Enumeration via Toeplitz Matrix Completion. ICASSP (2020)
Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis
Generalization Error Bounds for Kernel Matrix Completion and Extrapolation. IEEE Signal Process. Lett. 27 (2020)
Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis
Matrix Completion and Extrapolation via Kernel Regression. IEEE Trans. Signal Process. 67 (19) (2019)
Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis
Generalization error bounds for kernel matrix completion and extrapolation. CoRR (2019)
Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis
Matrix completion and extrapolation via kernel regression. CoRR (2018)