| Year | Title | Author | Publication | Code | Tags | Notes | Datasets |
|---|---|---|---|---|---|---|---|
| 2019 | Annotation cost-sensitive active learning by tree sampling | Tsou and Lin | Machine Learning | - | classification |
hierarchical sampling algorithm, Decision tree algorithm,None, Tra, Hard |
liver, vote, breast, diabetes, german, mashroom, adult, seeds, knowledge, vehicle, nursey, yeast |
| 2019 | Nuclear discrepancy for single-shot batch active learning | Viering et al. | Machine Learning | code | classification |
representative,SVMs, None, Tra, Hard |
MNIST |