Inspecting Sample Reusability for Active Learning.
Katrin TomanekKatharina MorikPublished in: Active Learning and Experimental Design @ AISTATS (2011)
Keyphrases
- active learning
- sample selection
- learning strategies
- representative samples
- supervised learning
- e learning
- relevance feedback
- machine learning
- experimental design
- generalization error
- random sampling
- semi supervised
- learning algorithm
- adaptive educational hypermedia systems
- pool based active learning
- batch mode active learning
- data mining
- genetic algorithm
- sample set
- sample points
- small sample
- class imbalance
- social networks
- reinforcement learning
- transfer learning
- sample size
- training set
- training examples
- learning process