Theory of Disagreement-Based Active Learning.
Steve HannekePublished in: Found. Trends Mach. Learn. (2014)
Keyphrases
- active learning
- random sampling
- experimental design
- statistical learning theory
- semi supervised
- theoretical framework
- theoretical basis
- learning algorithm
- theoretical foundation
- learning process
- formal theory
- neural network
- information theory
- learning strategies
- labeled data
- supervised learning
- training set
- machine learning
- real time
- general theory
- pool based active learning
- data mining
- real world
- databases
- data sets