Gaussian Processes Autoencoder for Dimensionality Reduction.
Xinwei JiangJunbin GaoXia HongZhihua CaiPublished in: PAKDD (2) (2014)
Keyphrases
- gaussian processes
- dimensionality reduction
- gaussian process
- high dimensional data
- gaussian process regression
- multi task learning
- low dimensional
- high dimensional
- principal component analysis
- feature extraction
- preference learning
- feature selection
- covariance function
- data points
- multi task
- feature space
- human pose estimation
- hyperparameters
- regression model
- kernel pca
- image reconstruction
- gaussian process models