BAL: Balancing Diversity and Novelty for Active Learning.
Jingyao LiPengguang ChenShaozuo YuShu LiuJiaya JiaPublished in: CoRR (2023)
Keyphrases
- active learning
- search result diversification
- novelty detection
- random sampling
- machine learning
- semi supervised
- supervised learning
- learning algorithm
- active learning strategies
- selective sampling
- training examples
- pool based active learning
- learning strategies
- unlabeled data
- learning process
- class imbalance
- relevance feedback
- batch mode
- batch mode active learning
- information retrieval
- neural network
- semi supervised learning
- incremental learning
- labeled data
- diversity measures
- training set
- learning environment
- annotation effort
- imbalanced data classification