Promoting active learning with mixtures of Gaussian processes.
Jing ZhaoShiliang SunHuijuan WangZehui CaoPublished in: Knowl. Based Syst. (2020)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- random sampling
- semi supervised
- hyperparameters
- mixture model
- learning algorithm
- covariance function
- supervised learning
- preference learning
- human pose estimation
- multi task
- multi task learning
- gaussian process models
- machine learning
- labeled data
- learning process
- semi supervised learning
- unlabeled data
- expectation maximization
- training set
- transfer learning
- image reconstruction
- learning experience
- machine learning algorithms
- decision trees
- clustering algorithm