Entropic Open-set Active Learning.
Bardia SafaeiVibashan VSCelso M. de MeloVishal M. PatelPublished in: CoRR (2023)
Keyphrases
- active learning
- machine learning
- selective sampling
- semi supervised
- random sampling
- learning algorithm
- imbalanced data classification
- training set
- pool based active learning
- minimal spanning tree
- learning strategies
- music emotion classification
- annotation effort
- sample selection
- stochastic approximation
- class imbalance
- online learning
- supervised learning
- relevance feedback
- learning process
- generalization error
- batch mode
- cost sensitive
- training examples
- unlabeled data
- similarity measure