IEEE - Institute of Electrical and Electronics Engineers, Inc. - Matrix Completion and Extrapolation via Kernel Regression

Author(s): Pere Gimenez-Febrer ; Alba Pages-Zamora ; Georgios B. Giannakis
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2019
Volume: 67
Page(s): 5,004 - 5,017
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2019.2932875
Regular:

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. Aiming at a... View More

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