Active Learning with Statistical Models.
David A. CohnZoubin GhahramaniMichael I. JordanPublished in: NIPS (1994)
Keyphrases
- statistical models
- active learning
- statistical model
- statistical modeling
- parameter estimation
- selective sampling
- labeled data
- active learning strategies
- learning algorithm
- statistical methods
- random sampling
- semi supervised
- probability models
- training set
- background knowledge
- least squares
- closed form
- exponential family
- computer vision