Importance weighted active learning.
Alina BeygelzimerSanjoy DasguptaJohn LangfordPublished in: ICML (2009)
Keyphrases
- active learning
- relative importance
- semi supervised
- transfer learning
- random sampling
- learning algorithm
- weighted distance
- training set
- database
- training examples
- unlabeled data
- pool based active learning
- annotation effort
- sample selection
- experimental design
- learning strategies
- semi supervised learning
- expert systems
- case study
- machine learning
- neural network