Hybrid Active Learning with Uncertainty-Weighted Embeddings.
Yinan HeLile CaiJingyi LiaoChuan-Sheng FooPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- active learning
- vector space
- learning strategies
- transfer learning
- semi supervised
- machine learning
- supervised learning
- hybrid approaches
- inherent uncertainty
- relevance feedback
- interval valued
- low dimensional
- unlabeled data
- manifold learning
- pool based active learning
- order statistics
- hybrid learning
- experimental design
- conditional probabilities
- multi class
- probabilistic model
- image retrieval
- similarity measure