Re-Thinking Federated Active Learning Based on Inter-Class Diversity.
Sangmook KimSangmin BaeHwanjun SongSe-Young YunPublished in: CVPR (2023)
Keyphrases
- active learning
- artificial intelligence
- learning strategies
- learning algorithm
- random sampling
- digital libraries
- machine learning
- imbalanced data classification
- training examples
- data sources
- semi supervised
- supervised learning
- training set
- pool based active learning
- semi supervised learning
- labeled data
- online learning
- relevance feedback
- unlabeled data
- learning process
- case study
- multimedia
- generalization error
- class imbalance
- selective sampling
- batch mode active learning
- databases