Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression.
Ziang LiuDongrui WuPublished in: CoRR (2020)
Keyphrases
- active learning
- active sampling
- regression model
- semi supervised
- learning strategies
- selective sampling
- model selection
- regression method
- support vector
- regression algorithm
- unlabeled data
- active learner
- polynomial regression
- learning process
- training set
- learning algorithm
- active learning strategies
- pool based active learning
- search result diversification
- data sets
- regression function
- simple linear
- experimental design
- regression analysis
- gaussian processes
- generalization error
- support vector regression
- linear regression
- transfer learning
- training examples
- data points