Gaussian Processes for Missing Value Imputation

Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López +1

Missing values are common in many real-life datasets. However, most of the current machine learning methods can not handle missing values. This means that they should be imputed be…