Entropic Open-Set Active Learning.
Bardia SafaeiVibashan VSCelso M. de MeloVishal M. PatelPublished in: AAAI (2024)
Keyphrases
- active learning
- learning strategies
- learning algorithm
- machine learning
- information theory
- training examples
- semi supervised
- unlabeled data
- selective sampling
- random sampling
- pool based active learning
- labeled data
- learning process
- sample selection
- transfer learning
- stochastic approximation
- sample complexity
- imbalanced data classification
- batch mode active learning
- annotation effort
- crowd sourced
- batch mode
- generalization error
- supervised learning
- website
- class imbalance
- neural network
- genetic algorithm
- social networks
- text classification
- active learning strategies
- decision trees
- training set