Active Learning with Weak Labels for Gaussian Processes.
Amanda OlminJakob LindqvistLennart SvenssonFredrik LindstenPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- active learning
- training examples
- gaussian process
- preference learning
- training set
- gaussian process regression
- multi task learning
- semi supervised
- random sampling
- gaussian process models
- training data
- multi task
- human pose estimation
- hyperparameters
- supervised learning
- covariance function
- machine learning
- labeled data
- learning algorithm
- class labels
- transfer learning
- pairwise
- unlabeled data
- multi label
- learning process
- semi supervised learning
- non stationary
- model selection
- decision trees
- text categorization