Optimism in Active Learning with Gaussian Processes.
Timothé ColletOlivier PietquinPublished in: ICONIP (2) (2015)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- random sampling
- ordinal regression
- multi task learning
- gaussian process regression
- gaussian process models
- semi supervised
- covariance function
- learning algorithm
- multi task
- hyperparameters
- supervised learning
- machine learning
- human pose estimation
- preference learning
- labeled data
- transfer learning
- training set
- unlabeled data
- semi supervised learning
- model selection
- upper bound
- learning process
- lower bound