Batch Active Learning With Two-Stage Sampling
Due to its effectiveness in training precise model using significant fewer labeled instances, active learning has been widely researched and applied. In order to reduce the time complexity of active learning so that the oracle need not wait for the algorithm to provide instance in labeling, we propo...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9027824/ |