Batch Active Learning via Coordinated Matching.
Javad AzimiAlan FernXiaoli Zhang FernGlencora BorradaileBrent HeeringaPublished in: ICML (2012)
Keyphrases
- active learning
- batch mode
- matching algorithm
- random sampling
- semi supervised
- pattern matching
- selective sampling
- cooperative
- matching process
- learning strategies
- learning algorithm
- batch size
- feature matching
- affine invariant
- shape matching
- image matching
- supervised learning
- machine learning
- transfer learning
- template matching
- graph matching
- incremental learning
- training examples
- unlabeled data
- online learning
- multiscale
- experimental design
- ontology matching
- similarity measure
- batch processing
- computer vision