Gaussian processes for missing value imputation

A missing value indicates that a particular attribute of an instance of a learning problem is not recorded. They are very common in many real-life datasets. In spite of this, however, most machine learning methods cannot handle missing values. Thus, they should be imputed before training. Gaussian P...

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Bibliographic Details
Main Authors: Benavente-Fernández, I. (Author), Hernández-Lobato, D. (Author), Jafrasteh, B. (Author), Lubián-López, S.P (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2023
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