Active Learning with Combinatorial Coverage.
Sai Prathyush KatragaddaTyler CodyPeter A. BelingLaura J. FreemanPublished in: ICMLA (2022)
Keyphrases
- active learning
- random sampling
- learning strategies
- selective sampling
- semi supervised
- training set
- learning algorithm
- supervised learning
- online learning
- data mining
- test suite
- batch mode
- sample selection
- learning process
- active learning strategies
- batch mode active learning
- crowd sourced
- version space
- neural network
- music emotion classification
- class imbalance
- generalization error
- cost sensitive
- training examples
- unlabeled data
- labeled data
- relevance feedback
- database systems
- computer vision
- machine learning