Active Learning for Regression With Correlation Matching and Labeling Error Suppression.
Xiaohua LiJian ZhengPublished in: IEEE Signal Process. Lett. (2016)
Keyphrases
- active learning
- active sampling
- generalization error
- matching algorithm
- active learning strategies
- regression model
- selective sampling
- semi supervised
- training set
- labeled data
- error rate
- learning strategies
- learning algorithm
- machine learning
- sample selection
- random sampling
- error bounds
- regression algorithm
- error analysis
- labeling effort
- graph matching
- model selection
- semi supervised learning
- supervised learning
- relevance feedback
- pattern matching
- training examples
- ridge regression
- experimental design
- support vector
- shape matching
- cost sensitive
- correlation coefficient
- neural network
- pool based active learning
- pairwise
- regression function
- template matching
- batch mode
- simple linear
- unlabeled data
- gaussian processes
- matching process
- keypoints