Active learning for semi-supervised multi-task learning.
Hui LiXuejun LiaoLawrence CarinPublished in: ICASSP (2009)
Keyphrases
- multi task learning
- semi supervised
- active learning
- transfer learning
- multi task
- semi supervised learning
- labeled data
- supervised learning
- learning algorithm
- learning tasks
- gaussian processes
- learning problems
- gaussian process
- unlabeled data
- metric learning
- multiple tasks
- multitask learning
- learning models
- unsupervised learning
- theoretical analysis
- high order
- machine learning
- dirichlet process
- random sampling
- co training
- pairwise
- generative model
- training set
- multi class
- multi label image annotation
- training examples
- learning process
- inductive learning
- machine learning algorithms
- multi view learning
- prior knowledge