Near-Optimal Active Learning of Multi-Output Gaussian Processes.
Yehong ZhangTrong Nghia HoangKian Hsiang LowMohan S. KankanhalliPublished in: CoRR (2015)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- multi task learning
- preference learning
- covariance function
- human pose estimation
- semi supervised
- gaussian process models
- random sampling
- hyperparameters
- multi task
- labeled data
- input data
- graphical models
- decision trees
- semi supervised learning
- prior knowledge
- learning process