Near-Optimal Active Learning of Multi-Output Gaussian Processes.
Yehong ZhangTrong Nghia HoangKian Hsiang LowMohan S. KankanhalliPublished in: AAAI (2016)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- preference learning
- covariance function
- gaussian process regression
- human pose estimation
- multi task learning
- random sampling
- gaussian process models
- multi task
- machine learning
- semi supervised
- data sets
- non stationary
- hyperparameters
- training set
- unlabeled data
- labeled data
- denoising
- multi class
- pairwise
- learning algorithm