Re-thinking Federated Active Learning based on Inter-class Diversity.
Sangmook KimSangmin BaeHwanjun SongSe-Young YunPublished in: CoRR (2023)
Keyphrases
- active learning
- artificial intelligence
- digital libraries
- semi supervised
- supervised learning
- random sampling
- machine learning
- active learning strategies
- data sources
- selective sampling
- learning strategies
- training examples
- pool based active learning
- experimental design
- semi supervised learning
- unlabeled data
- batch mode
- training set
- batch mode active learning
- cost sensitive
- online learning
- distributed systems
- relevance feedback
- sample selection
- ensemble members
- rare class
- thinking skills
- annotation effort
- learning algorithm