Manifold Regularized Experimental Design for Active Learning.
Lining ZhangHubert P. H. ShumLing ShaoPublished in: IEEE Trans. Image Process. (2017)
Keyphrases
- experimental design
- active learning
- uncertainty sampling
- experimental designs
- supervised learning
- random sampling
- learning algorithm
- learning strategies
- machine learning
- low dimensional
- semi supervised
- training set
- objective function
- class imbalance
- generalization error
- labeled data
- sample size
- unlabeled data
- training examples
- learning process
- feature space
- high dimensional
- semi supervised learning
- cost sensitive
- empirical studies
- learning activities
- multi class
- training data
- data sets