Active Learning Through a Covering Lens.
Ofer YehudaAvihu DekelGuy HacohenDaphna WeinshallPublished in: NeurIPS (2022)
Keyphrases
- active learning
- learning strategies
- selective sampling
- random sampling
- sample selection
- training set
- pool based active learning
- learning algorithm
- real time
- semi supervised
- supervised learning
- music emotion classification
- active learning strategies
- batch mode
- unlabeled data
- semi supervised learning
- training examples
- labeled data
- cost sensitive
- experimental design
- wide angle
- training data
- machine learning
- database
- multi view
- generalization error
- sample complexity
- relevance feedback
- lower bound
- reinforcement learning
- expected loss