Active Learning of Linear Embeddings for Gaussian Processes.
Roman GarnettMichael A. OsbornePhilipp HennigPublished in: UAI (2014)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- preference learning
- covariance function
- semi supervised
- human pose estimation
- closed form
- multi task
- hyperparameters
- machine learning
- gaussian process models
- low dimensional
- learning algorithm
- nonlinear regression
- random sampling
- regression model
- supervised learning
- multi class
- training set
- cross validation
- dimensionality reduction
- reinforcement learning
- feature selection