Active Learning of Linear Embeddings for Gaussian Processes.
Roman GarnettMichael A. OsbornePhilipp HennigPublished in: CoRR (2013)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- semi supervised
- preference learning
- covariance function
- human pose estimation
- gaussian process models
- supervised learning
- labeled data
- random sampling
- hyperparameters
- data sets
- multi task
- nonlinear regression
- machine learning
- closed form
- unlabeled data
- low dimensional
- clustering algorithm