ActiveHedge: Hedge meets Active Learning.
Bhuvesh KumarJacob D. AbernethyVenkatesh SaligramaPublished in: ICML (2022)
Keyphrases
- active learning
- semi supervised
- maximum entropy
- learning strategies
- training set
- selective sampling
- learning algorithm
- supervised learning
- labeled data
- batch mode active learning
- training examples
- active learning strategies
- unlabeled data
- machine learning
- experimental design
- class imbalance
- generalization error
- semi supervised learning
- random sampling
- neural network
- natural language processing
- learning process
- feature space
- knowledge base
- information systems
- hedge detection
- pool based active learning