BriefGPT.xyz
Jun, 2019
核矩阵完成与外推的概化误差界
Generalization error bounds for kernel matrix completion and extrapolation
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Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis
TL;DR
本文分析了利用重构核希尔伯特空间在矩阵完成中融合先验信息以提高估计准确性和外推缺失条目的可靠算法的泛化误差， 并提出了数值测试结果证实了理论结果。
Abstract
prior information
can be incorporated in
matrix completion
to improve estimation accuracy and extrapolate the missing entries.
reproducing kernel
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