Taming Small-sample Bias in Low-budget Active Learning.
Linxin SongJieyu ZhangXiaotian LuTianyi ZhouPublished in: CoRR (2023)
Keyphrases
- small sample
- active learning
- unlabeled data
- sample size
- active exploration
- support vector machine
- labeled data
- random sampling
- semi supervised
- high dimensional
- high dimensionality
- ls svm
- transfer learning
- feature selection
- supervised learning
- dimensionality reduction
- machine learning
- semi supervised learning
- feature vectors
- similarity measure