Black-Box Batch Active Learning for Regression.
Andreas KirschPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- black box
- active learning
- batch mode
- black boxes
- active sampling
- regression model
- white box
- semi supervised
- learning strategies
- learning algorithm
- supervised learning
- training set
- machine learning
- hybrid systems
- linear regression
- selective sampling
- random sampling
- regression problems
- rule extraction
- model selection
- test cases
- data sets
- active learning strategies
- state transition
- experimental design
- reinforcement learning
- databases
- case study
- integration testing
- labeled data
- genetic programming