Active Learning by Spherical Subdivision.
Falk-Florian HenrichKlaus ObermayerPublished in: J. Mach. Learn. Res. (2008)
Keyphrases
- active learning
- training examples
- random sampling
- semi supervised
- learning strategies
- machine learning
- selective sampling
- three dimensional
- spherical harmonics
- labeled data
- learning process
- multiresolution
- pool based active learning
- imbalanced data classification
- learning algorithm
- relevance feedback
- unlabeled data
- batch mode active learning
- subdivision scheme
- annotation effort
- active learning strategies
- unit sphere
- multi class
- experimental design
- cost sensitive
- transfer learning
- clustering algorithm
- class imbalance
- control points
- real time
- batch mode
- crowd sourced
- supervised learning
- constant curvature
- single image
- semi supervised learning
- feature space
- training set