Region-Based Active Learning.
Corinna CortesGiulia DeSalvoClaudio GentileMehryar MohriNingshan ZhangPublished in: AISTATS (2019)
Keyphrases
- active learning
- image segmentation
- learning strategies
- training set
- semi supervised
- learning algorithm
- supervised learning
- random sampling
- music emotion classification
- annotation effort
- class imbalance
- labeled data
- image retrieval
- learning process
- data sets
- batch mode active learning
- unlabeled data
- training examples
- sample selection
- generalization error
- online learning
- semi supervised learning
- selective sampling
- case study
- social networks
- active learning strategies
- batch mode
- computer vision
- e learning
- active contours
- learning environment
- small number
- relevance feedback