Gaussian processes for missing value imputation.
Bahram JafrastehDaniel Hernández-LobatoSimón Pedro Lubián-LópezIsabel Benavente-FernándezPublished in: Knowl. Based Syst. (2023)
Keyphrases
- gaussian processes
- missing values
- hyperparameters
- gaussian process
- missing data
- data imputation
- incomplete data
- gaussian process regression
- incomplete data sets
- data matrix
- human pose estimation
- covariance function
- multiple imputation
- missing data imputation
- multi task
- high dimensional data
- imputation methods
- gaussian process models
- closed form
- regression model
- high dimensional
- image processing