Gaussian Processes for Missing Value Imputation.
Bahram JafrastehDaniel Hernández-LobatoSimón Pedro Lubián-LópezIsabel Benavente-FernándezPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- missing values
- hyperparameters
- gaussian process
- missing data
- data imputation
- incomplete data
- gaussian process regression
- multiple imputation
- multi task
- high dimensional data
- covariance function
- human pose estimation
- data matrix
- incomplete data sets
- imputation methods
- latent variables
- gaussian process models
- closed form
- missing data imputation
- dimensionality reduction
- computer vision