Active Learning with Combinatorial Coverage.
Sai Prathyush KatragaddaTyler CodyPeter A. BelingLaura J. FreemanPublished in: CoRR (2023)
Keyphrases
- active learning
- random sampling
- learning strategies
- learning algorithm
- semi supervised
- machine learning
- online learning
- unlabeled data
- imbalanced data classification
- data sets
- training set
- supervised learning
- learning process
- training examples
- transfer learning
- sample selection
- test suite
- batch mode
- selective sampling
- databases
- pool based active learning
- annotation effort
- crowd sourced
- information redundancy
- experimental design
- neural network
- computer vision
- decision trees
- semi supervised learning
- database systems